diff --git a/booklore-api/src/main/java/org/booklore/controller/UserStatsController.java b/booklore-api/src/main/java/org/booklore/controller/UserStatsController.java
index 2c4f00c47f..0ac1a3fae2 100644
--- a/booklore-api/src/main/java/org/booklore/controller/UserStatsController.java
+++ b/booklore-api/src/main/java/org/booklore/controller/UserStatsController.java
@@ -135,4 +135,40 @@ public ResponseEntity<List<BookCompletionHeatmapResponse>> getBookCompletionHeat
         List<BookCompletionHeatmapResponse> heatmapData = readingSessionService.getBookCompletionHeatmap();
         return ResponseEntity.ok(heatmapData);
     }
+
+    @Operation(summary = "Get page turner scores", description = "Returns engagement/grip scores for completed books based on reading session patterns")
+    @ApiResponses({
+            @ApiResponse(responseCode = "200", description = "Page turner scores retrieved successfully"),
+            @ApiResponse(responseCode = "401", description = "Unauthorized")
+    })
+    @GetMapping("/page-turner-scores")
+    @PreAuthorize("@securityUtil.canAccessUserStats() or @securityUtil.isAdmin()")
+    public ResponseEntity<List<PageTurnerScoreResponse>> getPageTurnerScores() {
+        List<PageTurnerScoreResponse> scores = readingSessionService.getPageTurnerScores();
+        return ResponseEntity.ok(scores);
+    }
+
+    @Operation(summary = "Get completion race data", description = "Returns reading session progress data for completed books in a given year, for visualizing completion races")
+    @ApiResponses({
+            @ApiResponse(responseCode = "200", description = "Completion race data retrieved successfully"),
+            @ApiResponse(responseCode = "401", description = "Unauthorized")
+    })
+    @GetMapping("/completion-race")
+    @PreAuthorize("@securityUtil.canAccessUserStats() or @securityUtil.isAdmin()")
+    public ResponseEntity<List<CompletionRaceResponse>> getCompletionRace(@RequestParam int year) {
+        List<CompletionRaceResponse> data = readingSessionService.getCompletionRace(year);
+        return ResponseEntity.ok(data);
+    }
+
+    @Operation(summary = "Get all reading dates", description = "Returns daily reading session counts across all time for the authenticated user")
+    @ApiResponses({
+            @ApiResponse(responseCode = "200", description = "Reading dates retrieved successfully"),
+            @ApiResponse(responseCode = "401", description = "Unauthorized")
+    })
+    @GetMapping("/reading-dates")
+    @PreAuthorize("@securityUtil.canAccessUserStats() or @securityUtil.isAdmin()")
+    public ResponseEntity<List<ReadingSessionHeatmapResponse>> getReadingDates() {
+        List<ReadingSessionHeatmapResponse> data = readingSessionService.getReadingDates();
+        return ResponseEntity.ok(data);
+    }
 }
diff --git a/booklore-api/src/main/java/org/booklore/model/dto/CompletionRaceSessionDto.java b/booklore-api/src/main/java/org/booklore/model/dto/CompletionRaceSessionDto.java
new file mode 100644
index 0000000000..8c2014a8cc
--- /dev/null
+++ b/booklore-api/src/main/java/org/booklore/model/dto/CompletionRaceSessionDto.java
@@ -0,0 +1,10 @@
+package org.booklore.model.dto;
+
+import java.time.Instant;
+
+public interface CompletionRaceSessionDto {
+    Long getBookId();
+    String getBookTitle();
+    Instant getSessionDate();
+    Float getEndProgress();
+}
diff --git a/booklore-api/src/main/java/org/booklore/model/dto/PageTurnerSessionDto.java b/booklore-api/src/main/java/org/booklore/model/dto/PageTurnerSessionDto.java
new file mode 100644
index 0000000000..90d1a0bb3c
--- /dev/null
+++ b/booklore-api/src/main/java/org/booklore/model/dto/PageTurnerSessionDto.java
@@ -0,0 +1,14 @@
+package org.booklore.model.dto;
+
+import java.time.Instant;
+
+public interface PageTurnerSessionDto {
+    Long getBookId();
+    String getBookTitle();
+    Integer getPageCount();
+    Integer getPersonalRating();
+    Instant getDateFinished();
+    Instant getStartTime();
+    Instant getEndTime();
+    Integer getDurationSeconds();
+}
diff --git a/booklore-api/src/main/java/org/booklore/model/dto/response/CompletionRaceResponse.java b/booklore-api/src/main/java/org/booklore/model/dto/response/CompletionRaceResponse.java
new file mode 100644
index 0000000000..405d9298c5
--- /dev/null
+++ b/booklore-api/src/main/java/org/booklore/model/dto/response/CompletionRaceResponse.java
@@ -0,0 +1,19 @@
+package org.booklore.model.dto.response;
+
+import lombok.AllArgsConstructor;
+import lombok.Builder;
+import lombok.Data;
+import lombok.NoArgsConstructor;
+
+import java.time.Instant;
+
+@Data
+@Builder
+@NoArgsConstructor
+@AllArgsConstructor
+public class CompletionRaceResponse {
+    private Long bookId;
+    private String bookTitle;
+    private Instant sessionDate;
+    private Float endProgress;
+}
diff --git a/booklore-api/src/main/java/org/booklore/model/dto/response/PageTurnerScoreResponse.java b/booklore-api/src/main/java/org/booklore/model/dto/response/PageTurnerScoreResponse.java
new file mode 100644
index 0000000000..51d4e58d3a
--- /dev/null
+++ b/booklore-api/src/main/java/org/booklore/model/dto/response/PageTurnerScoreResponse.java
@@ -0,0 +1,26 @@
+package org.booklore.model.dto.response;
+
+import lombok.AllArgsConstructor;
+import lombok.Builder;
+import lombok.Data;
+import lombok.NoArgsConstructor;
+
+import java.util.List;
+
+@Data
+@Builder
+@NoArgsConstructor
+@AllArgsConstructor
+public class PageTurnerScoreResponse {
+    private Long bookId;
+    private String bookTitle;
+    private List<String> categories;
+    private Integer pageCount;
+    private Integer personalRating;
+    private Integer gripScore;
+    private Long totalSessions;
+    private Double avgSessionDurationSeconds;
+    private Double sessionAcceleration;
+    private Double gapReduction;
+    private Boolean finishBurst;
+}
diff --git a/booklore-api/src/main/java/org/booklore/repository/ReadingSessionRepository.java b/booklore-api/src/main/java/org/booklore/repository/ReadingSessionRepository.java
index 74d352999e..f08b78b273 100644
--- a/booklore-api/src/main/java/org/booklore/repository/ReadingSessionRepository.java
+++ b/booklore-api/src/main/java/org/booklore/repository/ReadingSessionRepository.java
@@ -1,6 +1,9 @@
 package org.booklore.repository;
 
 import org.booklore.model.dto.*;
+import org.booklore.model.dto.CompletionRaceSessionDto;
+import org.booklore.model.dto.PageTurnerSessionDto;
+
 import org.booklore.model.entity.ReadingSessionEntity;
 import org.springframework.data.domain.Page;
 import org.springframework.data.domain.Pageable;
@@ -136,4 +139,52 @@ Page<ReadingSessionEntity> findByUserIdAndBookId(
             @Param("userId") Long userId,
             @Param("bookId") Long bookId,
             Pageable pageable);
+
+    @Query("""
+            SELECT
+                b.id as bookId,
+                COALESCE(b.metadata.title, 'Unknown Book') as bookTitle,
+                b.metadata.pageCount as pageCount,
+                ubp.personalRating as personalRating,
+                COALESCE(ubp.dateFinished, ubp.readStatusModifiedTime, ubp.lastReadTime) as dateFinished,
+                rs.startTime as startTime,
+                rs.endTime as endTime,
+                rs.durationSeconds as durationSeconds
+            FROM ReadingSessionEntity rs
+            JOIN rs.book b
+            JOIN UserBookProgressEntity ubp ON ubp.book.id = b.id AND ubp.user.id = rs.user.id
+            WHERE rs.user.id = :userId
+            AND ubp.readStatus = org.booklore.model.enums.ReadStatus.READ
+            AND COALESCE(ubp.dateFinished, ubp.readStatusModifiedTime, ubp.lastReadTime) IS NOT NULL
+            ORDER BY b.id, rs.startTime ASC
+            """)
+    List<PageTurnerSessionDto> findPageTurnerSessionsByUser(@Param("userId") Long userId);
+
+    @Query("""
+            SELECT
+                b.id as bookId,
+                COALESCE(b.metadata.title, 'Unknown Book') as bookTitle,
+                rs.startTime as sessionDate,
+                rs.endProgress as endProgress
+            FROM ReadingSessionEntity rs
+            JOIN rs.book b
+            JOIN UserBookProgressEntity ubp ON ubp.book.id = b.id AND ubp.user.id = rs.user.id
+            WHERE rs.user.id = :userId
+            AND ubp.readStatus = org.booklore.model.enums.ReadStatus.READ
+            AND YEAR(COALESCE(ubp.dateFinished, ubp.readStatusModifiedTime, ubp.lastReadTime)) = :year
+            AND rs.endProgress IS NOT NULL
+            ORDER BY b.id, rs.startTime ASC
+            """)
+    List<CompletionRaceSessionDto> findCompletionRaceSessionsByUserAndYear(
+            @Param("userId") Long userId,
+            @Param("year") int year);
+
+    @Query("""
+            SELECT CAST(rs.startTime AS LocalDate) as date, COUNT(rs) as count
+            FROM ReadingSessionEntity rs
+            WHERE rs.user.id = :userId
+            GROUP BY CAST(rs.startTime AS LocalDate)
+            ORDER BY date
+            """)
+    List<ReadingSessionCountDto> findAllSessionCountsByUser(@Param("userId") Long userId);
 }
diff --git a/booklore-api/src/main/java/org/booklore/service/ReadingSessionService.java b/booklore-api/src/main/java/org/booklore/service/ReadingSessionService.java
index a353ec91a3..b2e8a63eb4 100644
--- a/booklore-api/src/main/java/org/booklore/service/ReadingSessionService.java
+++ b/booklore-api/src/main/java/org/booklore/service/ReadingSessionService.java
@@ -3,18 +3,24 @@
 import org.booklore.config.security.service.AuthenticationService;
 import org.booklore.exception.ApiError;
 import org.booklore.model.dto.BookLoreUser;
+import org.booklore.model.dto.CompletionRaceSessionDto;
 import org.booklore.model.dto.request.ReadingSessionRequest;
+import org.booklore.model.dto.PageTurnerSessionDto;
 import org.booklore.model.dto.response.BookCompletionHeatmapResponse;
+import org.booklore.model.dto.response.CompletionRaceResponse;
 import org.booklore.model.dto.response.CompletionTimelineResponse;
 import org.booklore.model.dto.response.FavoriteReadingDaysResponse;
 import org.booklore.model.dto.response.GenreStatisticsResponse;
+import org.booklore.model.dto.response.PageTurnerScoreResponse;
 import org.booklore.model.dto.response.PeakReadingHoursResponse;
+
 import org.booklore.model.dto.response.ReadingSessionHeatmapResponse;
 import org.booklore.model.dto.response.ReadingSessionResponse;
 import org.booklore.model.dto.response.ReadingSessionTimelineResponse;
 import org.booklore.model.dto.response.ReadingSpeedResponse;
 import org.booklore.model.entity.BookEntity;
 import org.booklore.model.entity.BookLoreUserEntity;
+import org.booklore.model.entity.CategoryEntity;
 import org.booklore.model.entity.ReadingSessionEntity;
 import org.booklore.model.enums.ReadStatus;
 import org.booklore.repository.BookRepository;
@@ -31,15 +37,14 @@
 import org.springframework.transaction.annotation.Transactional;
 
 import java.time.DayOfWeek;
+import java.time.Instant;
 import java.time.LocalDate;
 import java.time.LocalDateTime;
 import java.time.ZoneId;
+import java.time.temporal.ChronoUnit;
 import java.time.temporal.TemporalAdjusters;
 import java.time.temporal.WeekFields;
-import java.util.EnumMap;
-import java.util.HashMap;
-import java.util.List;
-import java.util.Map;
+import java.util.*;
 import java.util.stream.Collectors;
 
 @Slf4j
@@ -287,4 +292,152 @@ public List<BookCompletionHeatmapResponse> getBookCompletionHeatmap() {
                         .build())
                 .collect(Collectors.toList());
     }
+
+    @Transactional(readOnly = true)
+    public List<PageTurnerScoreResponse> getPageTurnerScores() {
+        BookLoreUser authenticatedUser = authenticationService.getAuthenticatedUser();
+        Long userId = authenticatedUser.getId();
+
+        var sessions = readingSessionRepository.findPageTurnerSessionsByUser(userId);
+
+        Map<Long, List<PageTurnerSessionDto>> sessionsByBook = sessions.stream()
+                .collect(Collectors.groupingBy(PageTurnerSessionDto::getBookId, LinkedHashMap::new, Collectors.toList()));
+
+        Set<Long> bookIds = sessionsByBook.keySet();
+        Map<Long, List<String>> bookCategories = new HashMap<>();
+        if (!bookIds.isEmpty()) {
+            bookRepository.findAllWithMetadataByIds(bookIds).forEach(book -> {
+                List<String> categories = book.getMetadata() != null && book.getMetadata().getCategories() != null
+                        ? book.getMetadata().getCategories().stream()
+                        .map(CategoryEntity::getName)
+                        .sorted()
+                        .collect(Collectors.toList())
+                        : List.of();
+                bookCategories.put(book.getId(), categories);
+            });
+        }
+
+        return sessionsByBook.entrySet().stream()
+                .filter(entry -> entry.getValue().size() >= 2)
+                .map(entry -> {
+                    Long bookId = entry.getKey();
+                    List<PageTurnerSessionDto> bookSessions = entry.getValue();
+                    PageTurnerSessionDto first = bookSessions.getFirst();
+
+                    List<Double> durations = bookSessions.stream()
+                            .map(s -> s.getDurationSeconds() != null ? s.getDurationSeconds().doubleValue() : 0.0)
+                            .collect(Collectors.toList());
+
+                    List<Double> gaps = new ArrayList<>();
+                    for (int i = 1; i < bookSessions.size(); i++) {
+                        Instant prevEnd = bookSessions.get(i - 1).getEndTime();
+                        Instant currStart = bookSessions.get(i).getStartTime();
+                        if (prevEnd != null && currStart != null) {
+                            gaps.add((double) ChronoUnit.HOURS.between(prevEnd, currStart));
+                        }
+                    }
+
+                    double sessionAcceleration = linearRegressionSlope(durations);
+                    double gapReduction = gaps.size() >= 2 ? linearRegressionSlope(gaps) : 0.0;
+
+                    int totalSessions = bookSessions.size();
+                    int lastQuarterStart = (int) Math.floor(totalSessions * 0.75);
+                    double firstThreeQuartersAvg = durations.subList(0, lastQuarterStart).stream()
+                            .mapToDouble(Double::doubleValue).average().orElse(0);
+                    double lastQuarterAvg = durations.subList(lastQuarterStart, totalSessions).stream()
+                            .mapToDouble(Double::doubleValue).average().orElse(0);
+                    boolean finishBurst = lastQuarterAvg > firstThreeQuartersAvg;
+
+                    double accelScore = Math.min(1.0, Math.max(0.0, (sessionAcceleration + 50) / 100.0));
+                    double gapScore = Math.min(1.0, Math.max(0.0, (-gapReduction + 50) / 100.0));
+                    double burstScore = finishBurst ? 1.0 : 0.0;
+
+                    int gripScore = (int) Math.round(
+                            Math.min(100, Math.max(0, accelScore * 35 + gapScore * 35 + burstScore * 30)));
+
+                    double avgDuration = durations.stream().mapToDouble(Double::doubleValue).average().orElse(0);
+
+                    return PageTurnerScoreResponse.builder()
+                            .bookId(bookId)
+                            .bookTitle(first.getBookTitle())
+                            .categories(bookCategories.getOrDefault(bookId, List.of()))
+                            .pageCount(first.getPageCount())
+                            .personalRating(first.getPersonalRating())
+                            .gripScore(gripScore)
+                            .totalSessions((long) totalSessions)
+                            .avgSessionDurationSeconds(Math.round(avgDuration * 100.0) / 100.0)
+                            .sessionAcceleration(Math.round(sessionAcceleration * 100.0) / 100.0)
+                            .gapReduction(Math.round(gapReduction * 100.0) / 100.0)
+                            .finishBurst(finishBurst)
+                            .build();
+                })
+                .sorted(Comparator.comparingInt(PageTurnerScoreResponse::getGripScore).reversed())
+                .collect(Collectors.toList());
+    }
+
+    private static final int COMPLETION_RACE_BOOK_LIMIT = 10;
+
+    @Transactional(readOnly = true)
+    public List<CompletionRaceResponse> getCompletionRace(int year) {
+        BookLoreUser authenticatedUser = authenticationService.getAuthenticatedUser();
+        Long userId = authenticatedUser.getId();
+
+        var allSessions = readingSessionRepository.findCompletionRaceSessionsByUserAndYear(userId, year);
+
+        // Collect unique book IDs in order of appearance, take last N (most recently finished)
+        LinkedHashSet<Long> allBookIds = allSessions.stream()
+                .map(CompletionRaceSessionDto::getBookId)
+                .collect(Collectors.toCollection(LinkedHashSet::new));
+
+        Set<Long> limitedBookIds;
+        if (allBookIds.size() > COMPLETION_RACE_BOOK_LIMIT) {
+            limitedBookIds = allBookIds.stream()
+                    .skip(allBookIds.size() - COMPLETION_RACE_BOOK_LIMIT)
+                    .collect(Collectors.toSet());
+        } else {
+            limitedBookIds = allBookIds;
+        }
+
+        return allSessions.stream()
+                .filter(dto -> limitedBookIds.contains(dto.getBookId()))
+                .map(dto -> CompletionRaceResponse.builder()
+                        .bookId(dto.getBookId())
+                        .bookTitle(dto.getBookTitle())
+                        .sessionDate(dto.getSessionDate())
+                        .endProgress(dto.getEndProgress())
+                        .build())
+                .collect(Collectors.toList());
+    }
+
+    @Transactional(readOnly = true)
+    public List<ReadingSessionHeatmapResponse> getReadingDates() {
+        BookLoreUser authenticatedUser = authenticationService.getAuthenticatedUser();
+        Long userId = authenticatedUser.getId();
+
+        return readingSessionRepository.findAllSessionCountsByUser(userId)
+                .stream()
+                .map(dto -> ReadingSessionHeatmapResponse.builder()
+                        .date(dto.getDate())
+                        .count(dto.getCount())
+                        .build())
+                .collect(Collectors.toList());
+    }
+
+    private double linearRegressionSlope(List<Double> values) {
+        int n = values.size();
+        if (n < 2) return 0.0;
+
+        double sumX = 0, sumY = 0, sumXY = 0, sumX2 = 0;
+        for (int i = 0; i < n; i++) {
+            sumX += i;
+            sumY += values.get(i);
+            sumXY += i * values.get(i);
+            sumX2 += (double) i * i;
+        }
+
+        double denominator = n * sumX2 - sumX * sumX;
+        if (denominator == 0) return 0.0;
+
+        return (n * sumXY - sumX * sumY) / denominator;
+    }
 }
diff --git a/booklore-ui/src/app/features/settings/user-management/user-stats.service.ts b/booklore-ui/src/app/features/settings/user-management/user-stats.service.ts
index 914ab920c4..30392ca691 100644
--- a/booklore-ui/src/app/features/settings/user-management/user-stats.service.ts
+++ b/booklore-ui/src/app/features/settings/user-management/user-stats.service.ts
@@ -49,6 +49,27 @@ export interface PeakHoursResponse {
   totalDurationSeconds: number;
 }
 
+export interface PageTurnerScoreResponse {
+  bookId: number;
+  bookTitle: string;
+  categories: string[];
+  pageCount: number;
+  personalRating: number;
+  gripScore: number;
+  totalSessions: number;
+  avgSessionDurationSeconds: number;
+  sessionAcceleration: number;
+  gapReduction: number;
+  finishBurst: boolean;
+}
+
+export interface CompletionRaceResponse {
+  bookId: number;
+  bookTitle: string;
+  sessionDate: string;
+  endProgress: number;
+}
+
 @Injectable({
   providedIn: 'root'
 })
@@ -112,4 +133,23 @@ export class UserStatsService {
       {params}
     );
   }
+
+  getPageTurnerScores(): Observable<PageTurnerScoreResponse[]> {
+    return this.http.get<PageTurnerScoreResponse[]>(
+      `${this.readingSessionsUrl}/page-turner-scores`
+    );
+  }
+
+  getCompletionRace(year: number): Observable<CompletionRaceResponse[]> {
+    return this.http.get<CompletionRaceResponse[]>(
+      `${this.readingSessionsUrl}/completion-race`,
+      {params: {year: year.toString()}}
+    );
+  }
+
+  getReadingDates(): Observable<ReadingSessionHeatmapResponse[]> {
+    return this.http.get<ReadingSessionHeatmapResponse[]>(
+      `${this.readingSessionsUrl}/reading-dates`
+    );
+  }
 }
diff --git a/booklore-ui/src/app/features/stats/component/user-stats/charts/book-length-chart/book-length-chart.component.html b/booklore-ui/src/app/features/stats/component/user-stats/charts/book-length-chart/book-length-chart.component.html
new file mode 100644
index 0000000000..d0835738b5
--- /dev/null
+++ b/booklore-ui/src/app/features/stats/component/user-stats/charts/book-length-chart/book-length-chart.component.html
@@ -0,0 +1,43 @@
+<div class="book-length-container">
+  <div class="chart-header">
+    <div class="chart-title">
+      <h3>
+        <i class="pi pi-book book-length-icon"></i>
+        Book Length Sweet Spot
+        <i class="pi pi-question-circle chart-info-icon"
+           pTooltip="Each dot is a book you've rated, plotted by its page count (X-axis) and your personal rating (Y-axis). Colors indicate read status: green = read, blue = reading, red = abandoned. The trend line shows whether you tend to rate longer or shorter books higher. The 'sweet spot' is the page-count range where your average rating is highest."
+           tooltipPosition="bottom"
+           tooltipStyleClass="chart-info-tooltip"
+           [appendTo]="'body'"></i>
+      </h3>
+      <p class="chart-description">How book length relates to your personal ratings</p>
+    </div>
+    @if (totalRatedBooks > 0) {
+      <div class="stats-badge">
+        <span class="badge-value">{{ totalRatedBooks }}</span>
+        <span class="badge-label">books analyzed</span>
+      </div>
+    }
+  </div>
+
+  @if (totalRatedBooks > 0) {
+    <div class="stats-row">
+      <div class="stat-card">
+        <span class="stat-value-sm">{{ sweetSpot }}</span>
+        <span class="stat-label">Sweet Spot</span>
+      </div>
+      <div class="stat-card">
+        <span class="stat-value-sm">{{ highestRatedLength }}</span>
+        <span class="stat-label">Highest Rated</span>
+      </div>
+    </div>
+  }
+
+  <div class="chart-wrapper">
+    <canvas baseChart
+            [data]="(chartData$ | async) ?? {datasets: []}"
+            [options]="chartOptions"
+            [type]="chartType">
+    </canvas>
+  </div>
+</div>
diff --git a/booklore-ui/src/app/features/stats/component/user-stats/charts/book-length-chart/book-length-chart.component.scss b/booklore-ui/src/app/features/stats/component/user-stats/charts/book-length-chart/book-length-chart.component.scss
new file mode 100644
index 0000000000..5c4e416970
--- /dev/null
+++ b/booklore-ui/src/app/features/stats/component/user-stats/charts/book-length-chart/book-length-chart.component.scss
@@ -0,0 +1,150 @@
+.book-length-container {
+  width: 100%;
+}
+
+.chart-header {
+  display: flex;
+  justify-content: space-between;
+  align-items: flex-start;
+  margin-bottom: 0.5rem;
+  flex-wrap: wrap;
+  gap: 1rem;
+
+  .chart-title {
+    flex: 1;
+    min-width: 200px;
+
+    h3 {
+      color: var(--text-color, #ffffff);
+      font-size: 1.25rem;
+      font-weight: 500;
+      margin: 0 0 0.5rem 0;
+      display: flex;
+      align-items: center;
+      gap: 0.5rem;
+    }
+
+    .chart-description {
+      color: var(--text-secondary-color);
+      font-size: 0.9rem;
+      margin: 0;
+      line-height: 1.4;
+    }
+  }
+
+  .stats-badge {
+    display: flex;
+    flex-direction: column;
+    align-items: center;
+    background: rgba(0, 188, 212, 0.15);
+    border: 1px solid rgba(0, 188, 212, 0.3);
+    border-radius: 8px;
+    padding: 0.5rem 1rem;
+
+    .badge-value {
+      font-size: 1.5rem;
+      font-weight: 600;
+      color: #00bcd4;
+    }
+
+    .badge-label {
+      font-size: 0.75rem;
+      color: var(--text-secondary-color);
+      text-transform: uppercase;
+      letter-spacing: 0.5px;
+    }
+  }
+}
+
+.book-length-icon {
+  font-size: 1.5rem;
+  color: #00bcd4;
+}
+
+.stats-row {
+  display: flex;
+  gap: 0.75rem;
+  margin-bottom: 1rem;
+  flex-wrap: wrap;
+
+  .stat-card {
+    display: flex;
+    flex-direction: column;
+    align-items: center;
+    background: rgba(255, 255, 255, 0.05);
+    border: 1px solid rgba(255, 255, 255, 0.1);
+    border-radius: 8px;
+    padding: 0.5rem 1rem;
+    flex: 1;
+
+    .stat-value-sm {
+      font-size: 0.9rem;
+      font-weight: 500;
+      color: var(--text-color, #ffffff);
+      text-align: center;
+    }
+
+    .stat-label {
+      font-size: 0.75rem;
+      color: var(--text-secondary-color);
+      text-transform: uppercase;
+      letter-spacing: 0.5px;
+      margin-top: 0.25rem;
+    }
+  }
+}
+
+.chart-wrapper {
+  position: relative;
+  height: 400px;
+  width: 100%;
+}
+
+.no-data-message {
+  display: flex;
+  flex-direction: column;
+  align-items: center;
+  justify-content: center;
+  padding: 3rem;
+  text-align: center;
+  color: var(--text-secondary-color);
+
+  i {
+    font-size: 2.5rem;
+    margin-bottom: 1rem;
+    opacity: 0.5;
+  }
+
+  p {
+    font-size: 1rem;
+    margin: 0 0 0.5rem 0;
+    color: var(--text-color, #ffffff);
+  }
+
+  small {
+    font-size: 0.85rem;
+    opacity: 0.7;
+  }
+}
+
+@media (max-width: 768px) {
+  .chart-wrapper {
+    height: 350px;
+  }
+}
+
+@media (max-width: 480px) {
+  .chart-header {
+    .chart-title h3 {
+      font-size: 1rem;
+    }
+
+    .stats-badge .badge-value {
+      font-size: 1.25rem;
+    }
+  }
+
+  .chart-wrapper {
+    height: 300px;
+  }
+}
diff --git a/booklore-ui/src/app/features/stats/component/user-stats/charts/book-length-chart/book-length-chart.component.ts b/booklore-ui/src/app/features/stats/component/user-stats/charts/book-length-chart/book-length-chart.component.ts
new file mode 100644
index 0000000000..f9ec07ae6c
--- /dev/null
+++ b/booklore-ui/src/app/features/stats/component/user-stats/charts/book-length-chart/book-length-chart.component.ts
@@ -0,0 +1,301 @@
+import {Component, inject, OnDestroy, OnInit} from '@angular/core';
+import {CommonModule} from '@angular/common';
+import {BaseChartDirective} from 'ng2-charts';
+import {Tooltip} from 'primeng/tooltip';
+import {BehaviorSubject, EMPTY, Observable, Subject} from 'rxjs';
+import {catchError, filter, first, takeUntil} from 'rxjs/operators';
+import {ChartConfiguration, ChartData, ScatterDataPoint} from 'chart.js';
+import {BookService} from '../../../../../book/service/book.service';
+import {BookState} from '../../../../../book/model/state/book-state.model';
+import {Book, ReadStatus} from '../../../../../book/model/book.model';
+
+interface BookScatterPoint extends ScatterDataPoint {
+  bookTitle: string;
+  readStatus: string;
+}
+
+type LengthChartData = ChartData<'scatter', BookScatterPoint[], string>;
+
+const STATUS_COLORS: Record<string, { bg: string; border: string }> = {
+  'Read': {bg: 'rgba(76, 175, 80, 0.7)', border: '#4caf50'},
+  'Reading': {bg: 'rgba(33, 150, 243, 0.7)', border: '#2196f3'},
+  'Abandoned': {bg: 'rgba(244, 67, 54, 0.7)', border: '#f44336'},
+  'Other': {bg: 'rgba(158, 158, 158, 0.7)', border: '#9e9e9e'}
+};
+
+const PAGE_RANGES = [
+  {label: '0-100', min: 0, max: 100},
+  {label: '101-200', min: 101, max: 200},
+  {label: '201-300', min: 201, max: 300},
+  {label: '301-400', min: 301, max: 400},
+  {label: '401-500', min: 401, max: 500},
+  {label: '501+', min: 501, max: Infinity}
+];
+
+@Component({
+  selector: 'app-book-length-chart',
+  standalone: true,
+  imports: [CommonModule, BaseChartDirective, Tooltip],
+  templateUrl: './book-length-chart.component.html',
+  styleUrls: ['./book-length-chart.component.scss']
+})
+export class BookLengthChartComponent implements OnInit, OnDestroy {
+  private readonly bookService = inject(BookService);
+  private readonly destroy$ = new Subject<void>();
+
+  public readonly chartType = 'scatter' as const;
+  public sweetSpot = '';
+  public highestRatedLength = '';
+  public totalRatedBooks = 0;
+
+  public readonly chartOptions: ChartConfiguration<'scatter'>['options'] = {
+    responsive: true,
+    maintainAspectRatio: false,
+    layout: {
+      padding: {top: 10, right: 20, bottom: 10, left: 10}
+    },
+    scales: {
+      x: {
+        title: {
+          display: true,
+          text: 'Page Count',
+          color: '#ffffff',
+          font: {family: "'Inter', sans-serif", size: 12, weight: 'bold'}
+        },
+        ticks: {
+          color: 'rgba(255, 255, 255, 0.8)',
+          font: {family: "'Inter', sans-serif", size: 11}
+        },
+        grid: {color: 'rgba(255, 255, 255, 0.1)'}
+      },
+      y: {
+        min: 0,
+        max: 10,
+        title: {
+          display: true,
+          text: 'Personal Rating',
+          color: '#ffffff',
+          font: {family: "'Inter', sans-serif", size: 12, weight: 'bold'}
+        },
+        ticks: {
+          color: 'rgba(255, 255, 255, 0.8)',
+          stepSize: 1,
+          font: {family: "'Inter', sans-serif", size: 11}
+        },
+        grid: {color: 'rgba(255, 255, 255, 0.1)'}
+      }
+    },
+    plugins: {
+      legend: {
+        display: true,
+        position: 'top',
+        labels: {
+          color: '#ffffff',
+          font: {family: "'Inter', sans-serif", size: 11},
+          usePointStyle: true,
+          pointStyle: 'circle',
+          padding: 15
+        }
+      },
+      tooltip: {
+        enabled: true,
+        backgroundColor: 'rgba(0, 0, 0, 0.95)',
+        titleColor: '#ffffff',
+        bodyColor: '#ffffff',
+        borderColor: '#00bcd4',
+        borderWidth: 2,
+        cornerRadius: 8,
+        padding: 12,
+        titleFont: {size: 13, weight: 'bold'},
+        bodyFont: {size: 11},
+        callbacks: {
+          title: (context) => {
+            const point = context[0].raw as BookScatterPoint;
+            return point.bookTitle || 'Unknown Book';
+          },
+          label: (context) => {
+            const point = context.raw as BookScatterPoint;
+            return [
+              `Pages: ${point.x}`,
+              `Rating: ${point.y}/10`,
+              `Status: ${point.readStatus}`
+            ];
+          }
+        }
+      },
+      datalabels: {display: false}
+    },
+    elements: {
+      point: {
+        radius: 6,
+        hoverRadius: 9,
+        borderWidth: 2
+      }
+    }
+  };
+
+  private readonly chartDataSubject = new BehaviorSubject<LengthChartData>({datasets: []});
+  public readonly chartData$: Observable<LengthChartData> = this.chartDataSubject.asObservable();
+
+  ngOnInit(): void {
+    this.bookService.bookState$
+      .pipe(
+        filter(state => state.loaded),
+        first(),
+        catchError((error) => {
+          console.error('Error processing book length data:', error);
+          return EMPTY;
+        }),
+        takeUntil(this.destroy$)
+      )
+      .subscribe(() => this.processData());
+  }
+
+  ngOnDestroy(): void {
+    this.destroy$.next();
+    this.destroy$.complete();
+  }
+
+  private processData(): void {
+    const currentState = this.bookService.getCurrentBookState();
+    if (!this.isValidBookState(currentState)) return;
+
+    const books = currentState.books!;
+    const ratedBooks = books.filter(b =>
+      b.personalRating != null && b.personalRating > 0 &&
+      b.metadata?.pageCount != null && b.metadata.pageCount > 0
+    );
+
+    this.totalRatedBooks = ratedBooks.length;
+    if (this.totalRatedBooks === 0) return;
+
+    // Group by status
+    const grouped = new Map<string, BookScatterPoint[]>();
+    for (const book of ratedBooks) {
+      const statusLabel = this.getStatusLabel(book.readStatus);
+      if (!grouped.has(statusLabel)) grouped.set(statusLabel, []);
+      grouped.get(statusLabel)!.push({
+        x: book.metadata!.pageCount!,
+        y: book.personalRating!,
+        bookTitle: book.metadata?.title || book.fileName || 'Unknown',
+        readStatus: statusLabel
+      });
+    }
+
+    const datasets = Array.from(grouped.entries()).map(([label, points]) => {
+      const colors = STATUS_COLORS[label] || STATUS_COLORS['Other'];
+      return {
+        label: `${label} (${points.length})`,
+        data: points,
+        backgroundColor: colors.bg,
+        borderColor: colors.border,
+        pointRadius: 6,
+        pointHoverRadius: 9,
+        pointBorderWidth: 2
+      };
+    });
+
+    // Add trend line
+    const allPoints = ratedBooks.map(b => ({x: b.metadata!.pageCount!, y: b.personalRating!}));
+    const trend = this.computeTrendLine(allPoints);
+    if (trend) {
+      datasets.push({
+        label: 'Trend',
+        data: trend as BookScatterPoint[],
+        backgroundColor: 'transparent',
+        borderColor: 'rgba(255, 255, 255, 0.4)',
+        pointRadius: 0,
+        pointHoverRadius: 0,
+        pointBorderWidth: 0
+      });
+    }
+
+    this.chartDataSubject.next({datasets});
+
+    // Compute sweet spot
+    this.computeStats(ratedBooks);
+  }
+
+  private getStatusLabel(status?: ReadStatus): string {
+    if (!status) return 'Other';
+    switch (status) {
+      case ReadStatus.READ:
+      case ReadStatus.PARTIALLY_READ:
+        return 'Read';
+      case ReadStatus.READING:
+      case ReadStatus.RE_READING:
+        return 'Reading';
+      case ReadStatus.ABANDONED:
+      case ReadStatus.WONT_READ:
+        return 'Abandoned';
+      default:
+        return 'Other';
+    }
+  }
+
+  private computeStats(books: Book[]): void {
+    // Find range with highest average rating
+    let bestRange = '';
+    let bestAvg = 0;
+    let bestPageCount = 0;
+    let bestRating = 0;
+
+    for (const range of PAGE_RANGES) {
+      const rangeBooks = books.filter(b =>
+        b.metadata!.pageCount! >= range.min && b.metadata!.pageCount! <= range.max
+      );
+      if (rangeBooks.length >= 2) {
+        const avg = rangeBooks.reduce((s, b) => s + b.personalRating!, 0) / rangeBooks.length;
+        if (avg > bestAvg) {
+          bestAvg = avg;
+          bestRange = range.label;
+        }
+      }
+    }
+
+    this.sweetSpot = bestRange ? `${bestRange} pages (avg ${bestAvg.toFixed(1)})` : '-';
+
+    // Highest rated length
+    const highestRated = books.reduce((a, b) => (a.personalRating! >= b.personalRating! ? a : b));
+    this.highestRatedLength = `${highestRated.metadata!.pageCount} pages`;
+  }
+
+  private computeTrendLine(points: { x: number; y: number }[]): { x: number; y: number }[] | null {
+    if (points.length < 2) return null;
+
+    const n = points.length;
+    let sumX = 0, sumY = 0, sumXY = 0, sumX2 = 0;
+    for (const p of points) {
+      sumX += p.x;
+      sumY += p.y;
+      sumXY += p.x * p.y;
+      sumX2 += p.x * p.x;
+    }
+
+    const denominator = n * sumX2 - sumX * sumX;
+    if (denominator === 0) return null;
+
+    const slope = (n * sumXY - sumX * sumY) / denominator;
+    const intercept = (sumY - slope * sumX) / n;
+
+    const minX = Math.min(...points.map(p => p.x));
+    const maxX = Math.max(...points.map(p => p.x));
+
+    return [
+      {x: minX, y: Math.max(0, Math.min(10, slope * minX + intercept))},
+      {x: maxX, y: Math.max(0, Math.min(10, slope * maxX + intercept))}
+    ];
+  }
+
+  private isValidBookState(state: unknown): state is BookState {
+    return (
+      typeof state === 'object' &&
+      state !== null &&
+      'loaded' in state &&
+      typeof (state as { loaded: boolean }).loaded === 'boolean' &&
+      'books' in state &&
+      Array.isArray((state as { books: unknown }).books) &&
+      (state as { books: Book[] }).books.length > 0
+    );
+  }
+}
diff --git a/booklore-ui/src/app/features/stats/component/user-stats/charts/completion-race-chart/completion-race-chart.component.html b/booklore-ui/src/app/features/stats/component/user-stats/charts/completion-race-chart/completion-race-chart.component.html
new file mode 100644
index 0000000000..1a87944aa6
--- /dev/null
+++ b/booklore-ui/src/app/features/stats/component/user-stats/charts/completion-race-chart/completion-race-chart.component.html
@@ -0,0 +1,68 @@
+<div class="completion-race-container">
+  <div class="chart-header">
+    <div class="chart-title">
+      <h3>
+        <i class="pi pi-flag completion-race-icon"></i>
+        Reading Completion Race
+        <i class="pi pi-question-circle chart-info-icon"
+           pTooltip="Each line represents a completed book's reading journey. The X-axis shows days since you started that book, and the Y-axis shows your progress from 0% to 100%. Steeper lines mean faster reads. Only books marked as 'Read' with tracked sessions are included."
+           tooltipPosition="bottom"
+           tooltipStyleClass="chart-info-tooltip"
+           [appendTo]="'body'"></i>
+      </h3>
+      <p class="chart-description">Compare how quickly you finished different books</p>
+    </div>
+    <div class="year-selector">
+      <button type="button"
+              class="year-nav-btn"
+              (click)="changeYear(-1)"
+              title="Previous year">
+        <i class="pi pi-chevron-left"></i>
+      </button>
+      <span class="current-year">{{ currentYear }}</span>
+      <button type="button"
+              class="year-nav-btn"
+              (click)="changeYear(1)"
+              title="Next year">
+        <i class="pi pi-chevron-right"></i>
+      </button>
+    </div>
+  </div>
+
+  @if (totalBooks > 0) {
+    <div class="stats-row">
+      <div class="stat-card">
+        <span class="stat-value">{{ totalBooks }}</span>
+        <span class="stat-label">Books</span>
+      </div>
+      <div class="stat-card">
+        <span class="stat-value">{{ avgDaysToFinish }}d</span>
+        <span class="stat-label">Avg Days</span>
+      </div>
+      <div class="stat-card fastest">
+        <span class="stat-value-sm">{{ fastestCompletion }}</span>
+        <span class="stat-label">Fastest</span>
+      </div>
+      <div class="stat-card slowest">
+        <span class="stat-value-sm">{{ slowestCompletion }}</span>
+        <span class="stat-label">Slowest</span>
+      </div>
+    </div>
+  }
+
+  <div class="chart-wrapper">
+    <canvas baseChart
+            [data]="(chartData$ | async) ?? {datasets: []}"
+            [options]="chartOptions"
+            [type]="chartType">
+    </canvas>
+  </div>
+
+  @if (totalBooks === 0) {
+    <div class="no-data-message">
+      <i class="pi pi-info-circle"></i>
+      <p>No completed books with reading sessions found for {{ currentYear }}.</p>
+      <small>Complete some books with tracked reading sessions to see your completion races.</small>
+    </div>
+  }
+</div>
diff --git a/booklore-ui/src/app/features/stats/component/user-stats/charts/completion-race-chart/completion-race-chart.component.scss b/booklore-ui/src/app/features/stats/component/user-stats/charts/completion-race-chart/completion-race-chart.component.scss
new file mode 100644
index 0000000000..0a56e891e1
--- /dev/null
+++ b/booklore-ui/src/app/features/stats/component/user-stats/charts/completion-race-chart/completion-race-chart.component.scss
@@ -0,0 +1,198 @@
+.completion-race-container {
+  width: 100%;
+}
+
+.chart-header {
+  display: flex;
+  justify-content: space-between;
+  align-items: flex-start;
+  margin-bottom: 0.5rem;
+  gap: 1rem;
+
+  .chart-title {
+    flex: 1;
+
+    h3 {
+      color: var(--text-color, #ffffff);
+      font-size: 1.25rem;
+      font-weight: 500;
+      margin: 0 0 0.5rem 0;
+      display: flex;
+      align-items: center;
+      gap: 0.5rem;
+    }
+
+    .chart-description {
+      color: var(--text-secondary-color);
+      font-size: 0.9rem;
+      margin: 0;
+      line-height: 1.4;
+    }
+  }
+}
+
+.completion-race-icon {
+  font-size: 1.5rem;
+  color: #4caf50;
+}
+
+.year-selector {
+  display: flex;
+  align-items: center;
+  gap: 0.5rem;
+  flex-shrink: 0;
+
+  .year-nav-btn {
+    background: rgba(255, 255, 255, 0.1);
+    border: 1px solid rgba(255, 255, 255, 0.2);
+    border-radius: 6px;
+    padding: 0.6rem;
+    color: #ffffff;
+    cursor: pointer;
+    transition: all 0.3s ease;
+    display: flex;
+    align-items: center;
+    justify-content: center;
+
+    &:hover {
+      background: rgba(255, 255, 255, 0.2);
+      border-color: rgba(255, 255, 255, 0.3);
+      transform: translateY(-1px);
+    }
+
+    i {
+      font-size: 0.875rem;
+    }
+  }
+
+  .current-year {
+    font-size: 1.125rem;
+    font-weight: 600;
+    color: #ffffff;
+    min-width: 4.5rem;
+    text-align: center;
+  }
+}
+
+.stats-row {
+  display: flex;
+  gap: 0.75rem;
+  margin-bottom: 1rem;
+  flex-wrap: wrap;
+
+  .stat-card {
+    display: flex;
+    flex-direction: column;
+    align-items: center;
+    background: rgba(255, 255, 255, 0.05);
+    border: 1px solid rgba(255, 255, 255, 0.1);
+    border-radius: 8px;
+    padding: 0.5rem 1rem;
+    min-width: 80px;
+    flex: 1;
+
+    .stat-value {
+      font-size: 1.5rem;
+      font-weight: 600;
+      color: #4caf50;
+    }
+
+    .stat-value-sm {
+      font-size: 0.85rem;
+      font-weight: 500;
+      color: var(--text-color, #ffffff);
+      text-align: center;
+      line-height: 1.3;
+    }
+
+    .stat-label {
+      font-size: 0.75rem;
+      color: var(--text-secondary-color);
+      text-transform: uppercase;
+      letter-spacing: 0.5px;
+      margin-top: 0.25rem;
+    }
+
+    &.fastest .stat-value-sm {
+      color: #4caf50;
+    }
+
+    &.slowest .stat-value-sm {
+      color: #ff9800;
+    }
+  }
+}
+
+.chart-wrapper {
+  position: relative;
+  height: 400px;
+  width: 100%;
+}
+
+.no-data-message {
+  display: flex;
+  flex-direction: column;
+  align-items: center;
+  justify-content: center;
+  padding: 3rem;
+  text-align: center;
+  color: var(--text-secondary-color);
+
+  i {
+    font-size: 2.5rem;
+    margin-bottom: 1rem;
+    opacity: 0.5;
+  }
+
+  p {
+    font-size: 1rem;
+    margin: 0 0 0.5rem 0;
+    color: var(--text-color, #ffffff);
+  }
+
+  small {
+    font-size: 0.85rem;
+    opacity: 0.7;
+  }
+}
+
+@media (max-width: 768px) {
+  .chart-header {
+    flex-direction: column;
+    align-items: stretch;
+  }
+
+  .stats-row {
+    .stat-card {
+      min-width: 70px;
+    }
+  }
+
+  .chart-wrapper {
+    height: 350px;
+  }
+}
+
+@media (max-width: 480px) {
+  .chart-header {
+    .chart-title h3 {
+      font-size: 1rem;
+    }
+
+    .chart-description {
+      font-size: 0.8rem;
+    }
+  }
+
+  .stats-row {
+    gap: 0.5rem;
+
+    .stat-card {
+      padding: 0.4rem 0.5rem;
+
+      .stat-value {
+        font-size: 1.2rem;
+      }
+    }
+  }
+}
diff --git a/booklore-ui/src/app/features/stats/component/user-stats/charts/completion-race-chart/completion-race-chart.component.ts b/booklore-ui/src/app/features/stats/component/user-stats/charts/completion-race-chart/completion-race-chart.component.ts
new file mode 100644
index 0000000000..22c9dd6464
--- /dev/null
+++ b/booklore-ui/src/app/features/stats/component/user-stats/charts/completion-race-chart/completion-race-chart.component.ts
@@ -0,0 +1,222 @@
+import {Component, inject, Input, OnDestroy, OnInit} from '@angular/core';
+import {CommonModule} from '@angular/common';
+import {BaseChartDirective} from 'ng2-charts';
+import {Tooltip} from 'primeng/tooltip';
+import {ChartConfiguration, ChartData} from 'chart.js';
+import {BehaviorSubject, EMPTY, Observable, Subject} from 'rxjs';
+import {catchError, takeUntil} from 'rxjs/operators';
+import {CompletionRaceResponse, UserStatsService} from '../../../../../settings/user-management/user-stats.service';
+
+interface BookRace {
+  bookId: number;
+  bookTitle: string;
+  sessions: { dayNumber: number; progress: number; date: string }[];
+  totalDays: number;
+}
+
+type RaceChartData = ChartData<'line', { x: number; y: number }[], number>;
+
+const LINE_COLORS = [
+  '#4caf50', '#2196f3', '#ff9800', '#e91e63', '#9c27b0',
+  '#00bcd4', '#ff5722', '#8bc34a', '#3f51b5', '#ffc107',
+  '#795548', '#607d8b', '#f44336', '#009688', '#cddc39'
+];
+
+@Component({
+  selector: 'app-completion-race-chart',
+  standalone: true,
+  imports: [CommonModule, BaseChartDirective, Tooltip],
+  templateUrl: './completion-race-chart.component.html',
+  styleUrls: ['./completion-race-chart.component.scss']
+})
+export class CompletionRaceChartComponent implements OnInit, OnDestroy {
+  @Input() initialYear: number = new Date().getFullYear();
+
+  public currentYear: number = new Date().getFullYear();
+  public readonly chartType = 'line' as const;
+  public readonly chartData$: Observable<RaceChartData>;
+  public chartOptions: ChartConfiguration<'line'>['options'];
+
+  public totalBooks = 0;
+  public fastestCompletion = '';
+  public slowestCompletion = '';
+  public avgDaysToFinish = 0;
+
+  private readonly userStatsService = inject(UserStatsService);
+  private readonly destroy$ = new Subject<void>();
+  private readonly chartDataSubject: BehaviorSubject<RaceChartData>;
+
+  constructor() {
+    this.chartDataSubject = new BehaviorSubject<RaceChartData>({labels: [], datasets: []});
+    this.chartData$ = this.chartDataSubject.asObservable();
+
+    this.chartOptions = {
+      responsive: true,
+      maintainAspectRatio: false,
+      layout: {
+        padding: {top: 10, bottom: 10, left: 10, right: 10}
+      },
+      plugins: {
+        legend: {
+          display: true,
+          position: 'top',
+          labels: {
+            color: '#ffffff',
+            font: {family: "'Inter', sans-serif", size: 11},
+            boxWidth: 12,
+            padding: 8,
+            usePointStyle: true,
+            pointStyle: 'line'
+          }
+        },
+        tooltip: {
+          enabled: true,
+          backgroundColor: 'rgba(0, 0, 0, 0.9)',
+          titleColor: '#ffffff',
+          bodyColor: '#ffffff',
+          borderColor: '#ffffff',
+          borderWidth: 1,
+          cornerRadius: 6,
+          padding: 12,
+          titleFont: {size: 13, weight: 'bold'},
+          bodyFont: {size: 11},
+          callbacks: {
+            title: (context) => context[0].dataset.label || '',
+            label: (context) => {
+              const progress = (context.parsed.y ?? 0).toFixed(1);
+              const day = context.parsed.x;
+              return `Day ${day}: ${progress}% progress`;
+            }
+          }
+        },
+        datalabels: {display: false}
+      },
+      scales: {
+        x: {
+          type: 'linear',
+          title: {
+            display: true,
+            text: 'Days Since First Session',
+            color: '#ffffff',
+            font: {family: "'Inter', sans-serif", size: 12, weight: 'bold'}
+          },
+          ticks: {
+            color: '#ffffff',
+            font: {family: "'Inter', sans-serif", size: 11},
+            stepSize: 1
+          },
+          grid: {color: 'rgba(255, 255, 255, 0.1)'},
+          border: {display: false}
+        },
+        y: {
+          min: 0,
+          max: 100,
+          title: {
+            display: true,
+            text: 'Progress (%)',
+            color: '#ffffff',
+            font: {family: "'Inter', sans-serif", size: 12, weight: 'bold'}
+          },
+          ticks: {
+            color: '#ffffff',
+            font: {family: "'Inter', sans-serif", size: 11},
+            callback: (value) => `${value}%`
+          },
+          grid: {color: 'rgba(255, 255, 255, 0.1)'},
+          border: {display: false}
+        }
+      },
+      interaction: {
+        mode: 'nearest',
+        intersect: false
+      }
+    };
+  }
+
+  ngOnInit(): void {
+    this.currentYear = this.initialYear;
+    this.loadData(this.currentYear);
+  }
+
+  ngOnDestroy(): void {
+    this.destroy$.next();
+    this.destroy$.complete();
+  }
+
+  public changeYear(delta: number): void {
+    this.currentYear += delta;
+    this.loadData(this.currentYear);
+  }
+
+  private loadData(year: number): void {
+    this.userStatsService.getCompletionRace(year)
+      .pipe(
+        takeUntil(this.destroy$),
+        catchError((error) => {
+          console.error('Error loading completion race:', error);
+          return EMPTY;
+        })
+      )
+      .subscribe((data) => this.processData(data));
+  }
+
+  private processData(data: CompletionRaceResponse[]): void {
+    const bookMap = new Map<number, { title: string; sessions: { date: Date; progress: number }[] }>();
+
+    for (const item of data) {
+      if (!bookMap.has(item.bookId)) {
+        bookMap.set(item.bookId, {title: item.bookTitle, sessions: []});
+      }
+      bookMap.get(item.bookId)!.sessions.push({
+        date: new Date(item.sessionDate),
+        progress: Math.min(item.endProgress * 100, 100)
+      });
+    }
+
+    const races: BookRace[] = [];
+    bookMap.forEach((value, bookId) => {
+      if (value.sessions.length === 0) return;
+      const firstDate = value.sessions[0].date;
+      const sessionPoints = value.sessions.map(s => ({
+        dayNumber: Math.floor((s.date.getTime() - firstDate.getTime()) / (1000 * 60 * 60 * 24)),
+        progress: s.progress,
+        date: s.date.toLocaleDateString()
+      }));
+      const totalDays = sessionPoints.length > 0 ? sessionPoints[sessionPoints.length - 1].dayNumber : 0;
+      races.push({bookId, bookTitle: value.title, sessions: sessionPoints, totalDays});
+    });
+
+    this.totalBooks = races.length;
+
+    if (races.length > 0) {
+      const days = races.map(r => r.totalDays);
+      const fastest = races.reduce((a, b) => a.totalDays <= b.totalDays ? a : b);
+      const slowest = races.reduce((a, b) => a.totalDays >= b.totalDays ? a : b);
+      this.fastestCompletion = `${fastest.bookTitle.substring(0, 25)}${fastest.bookTitle.length > 25 ? '...' : ''} (${fastest.totalDays}d)`;
+      this.slowestCompletion = `${slowest.bookTitle.substring(0, 25)}${slowest.bookTitle.length > 25 ? '...' : ''} (${slowest.totalDays}d)`;
+      this.avgDaysToFinish = Math.round(days.reduce((a, b) => a + b, 0) / days.length);
+    } else {
+      this.fastestCompletion = '-';
+      this.slowestCompletion = '-';
+      this.avgDaysToFinish = 0;
+    }
+
+    const datasets = races.map((race, i) => {
+      const color = LINE_COLORS[i % LINE_COLORS.length];
+      return {
+        label: race.bookTitle.length > 30 ? race.bookTitle.substring(0, 30) + '...' : race.bookTitle,
+        data: race.sessions.map(s => ({x: s.dayNumber, y: s.progress})),
+        borderColor: color,
+        backgroundColor: color,
+        fill: false,
+        tension: 0.3,
+        stepped: 'before' as const,
+        pointRadius: 3,
+        pointHoverRadius: 5,
+        borderWidth: 2
+      };
+    });
+
+    this.chartDataSubject.next({datasets});
+  }
+}
diff --git a/booklore-ui/src/app/features/stats/component/user-stats/charts/favorite-days-chart/favorite-days-chart.component.html b/booklore-ui/src/app/features/stats/component/user-stats/charts/favorite-days-chart/favorite-days-chart.component.html
index 3552a1ac0f..d122541d6f 100644
--- a/booklore-ui/src/app/features/stats/component/user-stats/charts/favorite-days-chart/favorite-days-chart.component.html
+++ b/booklore-ui/src/app/features/stats/component/user-stats/charts/favorite-days-chart/favorite-days-chart.component.html
@@ -4,6 +4,11 @@
       <h3>
         <i class="pi pi-calendar-plus favorite-days-icon"></i>
         Favorite Reading Days
+        <i class="pi pi-question-circle chart-info-icon"
+           pTooltip="Bars show how many reading sessions and total reading time you logged on each day of the week. Filter by year and month to spot seasonal patterns. Helps you find your most productive reading days."
+           tooltipPosition="bottom"
+           tooltipStyleClass="chart-info-tooltip"
+           [appendTo]="'body'"></i>
       </h3>
       <p class="chart-description">Reading sessions and duration by day of the week</p>
     </div>
diff --git a/booklore-ui/src/app/features/stats/component/user-stats/charts/favorite-days-chart/favorite-days-chart.component.ts b/booklore-ui/src/app/features/stats/component/user-stats/charts/favorite-days-chart/favorite-days-chart.component.ts
index 13300c5217..39191a32b6 100644
--- a/booklore-ui/src/app/features/stats/component/user-stats/charts/favorite-days-chart/favorite-days-chart.component.ts
+++ b/booklore-ui/src/app/features/stats/component/user-stats/charts/favorite-days-chart/favorite-days-chart.component.ts
@@ -5,6 +5,7 @@ import {ChartConfiguration, ChartData} from 'chart.js';
 import {BehaviorSubject, EMPTY, Observable, Subject} from 'rxjs';
 import {catchError, takeUntil} from 'rxjs/operators';
 import {Select} from 'primeng/select';
+import {Tooltip} from 'primeng/tooltip';
 import {FormsModule} from '@angular/forms';
 import {FavoriteDaysResponse, UserStatsService} from '../../../../../settings/user-management/user-stats.service';
 
@@ -13,7 +14,7 @@ type FavoriteDaysChartData = ChartData<'bar', number[], string>;
 @Component({
   selector: 'app-favorite-days-chart',
   standalone: true,
-  imports: [CommonModule, BaseChartDirective, Select, FormsModule],
+  imports: [CommonModule, BaseChartDirective, Select, FormsModule, Tooltip],
   templateUrl: './favorite-days-chart.component.html',
   styleUrls: ['./favorite-days-chart.component.scss']
 })
diff --git a/booklore-ui/src/app/features/stats/component/user-stats/charts/genre-stats-chart/genre-stats-chart.component.html b/booklore-ui/src/app/features/stats/component/user-stats/charts/genre-stats-chart/genre-stats-chart.component.html
index ee415eb5a6..a4a5cf4112 100644
--- a/booklore-ui/src/app/features/stats/component/user-stats/charts/genre-stats-chart/genre-stats-chart.component.html
+++ b/booklore-ui/src/app/features/stats/component/user-stats/charts/genre-stats-chart/genre-stats-chart.component.html
@@ -4,6 +4,11 @@
       <h3>
         <i class="pi pi-chart-bar genre-title-icon"></i>
         Reading by Genre
+        <i class="pi pi-question-circle chart-info-icon"
+           pTooltip="Ranks your top genres by total reading time. Each bar shows how many hours you've spent reading books in that genre, so you can see where most of your reading time actually goes."
+           tooltipPosition="bottom"
+           tooltipStyleClass="chart-info-tooltip"
+           [appendTo]="'body'"></i>
       </h3>
       <p class="chart-description">Top genres by total reading time</p>
     </div>
diff --git a/booklore-ui/src/app/features/stats/component/user-stats/charts/genre-stats-chart/genre-stats-chart.component.ts b/booklore-ui/src/app/features/stats/component/user-stats/charts/genre-stats-chart/genre-stats-chart.component.ts
index bc42a6f3e0..53894eae77 100644
--- a/booklore-ui/src/app/features/stats/component/user-stats/charts/genre-stats-chart/genre-stats-chart.component.ts
+++ b/booklore-ui/src/app/features/stats/component/user-stats/charts/genre-stats-chart/genre-stats-chart.component.ts
@@ -4,6 +4,7 @@ import {BaseChartDirective} from 'ng2-charts';
 import {ChartConfiguration, ChartData} from 'chart.js';
 import {BehaviorSubject, EMPTY, Observable, Subject} from 'rxjs';
 import {catchError, takeUntil} from 'rxjs/operators';
+import {Tooltip} from 'primeng/tooltip';
 import {GenreStatsResponse, UserStatsService} from '../../../../../settings/user-management/user-stats.service';
 
 type GenreChartData = ChartData<'bar', number[], string>;
@@ -11,7 +12,7 @@ type GenreChartData = ChartData<'bar', number[], string>;
 @Component({
   selector: 'app-genre-stats-chart',
   standalone: true,
-  imports: [CommonModule, BaseChartDirective],
+  imports: [CommonModule, BaseChartDirective, Tooltip],
   templateUrl: './genre-stats-chart.component.html',
   styleUrls: ['./genre-stats-chart.component.scss']
 })
diff --git a/booklore-ui/src/app/features/stats/component/user-stats/charts/page-turner-chart/page-turner-chart.component.html b/booklore-ui/src/app/features/stats/component/user-stats/charts/page-turner-chart/page-turner-chart.component.html
new file mode 100644
index 0000000000..dd0c362522
--- /dev/null
+++ b/booklore-ui/src/app/features/stats/component/user-stats/charts/page-turner-chart/page-turner-chart.component.html
@@ -0,0 +1,66 @@
+<div class="page-turner-container">
+  <div class="chart-header">
+    <div class="chart-title">
+      <h3>
+        <i class="pi pi-bolt page-turner-icon"></i>
+        Page Turner Score
+        <i class="pi pi-question-circle chart-info-icon"
+           pTooltip="Each book gets a 'grip score' (0-100) based on how your reading behavior changed over time. It measures whether your sessions got longer, whether gaps between sessions shrank, and whether you had a burst of reading near the end. Higher scores mean the book pulled you in more as you read."
+           tooltipPosition="bottom"
+           tooltipStyleClass="chart-info-tooltip"
+           [appendTo]="'body'"></i>
+      </h3>
+      <p class="chart-description">How gripping each book was based on your reading patterns</p>
+    </div>
+  </div>
+
+  <div class="stats-row">
+    <div class="stat-item">
+      <span class="stat-value" [title]="stats.mostGripping">{{ stats.mostGripping | slice:0:18 }}</span>
+      <span class="stat-label">Most Gripping</span>
+    </div>
+    <div class="stat-item">
+      <span class="stat-value">{{ stats.avgGripScore }}</span>
+      <span class="stat-label">Avg Grip Score</span>
+    </div>
+    <div class="stat-item">
+      <span class="stat-value" [title]="stats.guiltyPleasure">{{ stats.guiltyPleasure | slice:0:18 }}</span>
+      <span class="stat-label">Guilty Pleasure</span>
+    </div>
+  </div>
+
+  @if (topBooks.length > 0) {
+    <div class="top-books">
+      @for (book of topBooks; track book.bookId; let i = $index) {
+        <div class="top-book-card">
+          <div class="book-rank">#{{ i + 1 }}</div>
+          <div class="book-info">
+            <span class="book-name">{{ book.bookTitle | slice:0:30 }}</span>
+            <div class="book-indicators">
+              <span class="indicator" [title]="'Session duration trend'">
+                <i class="pi pi-clock"></i> {{ getAccelerationLabel(book.sessionAcceleration) }}
+              </span>
+              <span class="indicator" [title]="'Gap between sessions trend'">
+                <i class="pi pi-calendar"></i> {{ getGapLabel(book.gapReduction) }}
+              </span>
+              @if (book.finishBurst) {
+                <span class="indicator burst">
+                  <i class="pi pi-forward"></i> Finish Burst
+                </span>
+              }
+            </div>
+          </div>
+          <div class="book-score">{{ book.gripScore }}</div>
+        </div>
+      }
+    </div>
+  }
+
+  <div class="chart-wrapper">
+    <canvas baseChart
+            [data]="(chartData$ | async) ?? {labels: [], datasets: []}"
+            [options]="chartOptions"
+            [type]="chartType">
+    </canvas>
+  </div>
+</div>
diff --git a/booklore-ui/src/app/features/stats/component/user-stats/charts/page-turner-chart/page-turner-chart.component.scss b/booklore-ui/src/app/features/stats/component/user-stats/charts/page-turner-chart/page-turner-chart.component.scss
new file mode 100644
index 0000000000..646c3208c3
--- /dev/null
+++ b/booklore-ui/src/app/features/stats/component/user-stats/charts/page-turner-chart/page-turner-chart.component.scss
@@ -0,0 +1,173 @@
+.page-turner-container {
+  width: 100%;
+}
+
+.chart-header {
+  display: flex;
+  justify-content: space-between;
+  align-items: flex-start;
+  margin-bottom: 0.5rem;
+
+  .chart-title {
+    flex: 1;
+
+    h3 {
+      color: var(--text-color, #ffffff);
+      font-size: 1.25rem;
+      font-weight: 500;
+      margin: 0 0 0.5rem 0;
+      display: flex;
+      align-items: center;
+      gap: 0.5rem;
+    }
+
+    .chart-description {
+      color: var(--text-secondary-color);
+      font-size: 0.9rem;
+      margin: 0;
+      line-height: 1.4;
+    }
+  }
+}
+
+.page-turner-icon {
+  font-size: 1.5rem;
+  color: rgba(251, 146, 60, 1);
+}
+
+.stats-row {
+  display: flex;
+  gap: 1rem;
+  margin-bottom: 0.75rem;
+  flex-wrap: wrap;
+
+  .stat-item {
+    display: flex;
+    flex-direction: column;
+    gap: 0.15rem;
+    background: rgba(255, 255, 255, 0.05);
+    border-radius: 8px;
+    padding: 0.5rem 0.75rem;
+    flex: 1;
+    min-width: 100px;
+
+    .stat-value {
+      color: #ffffff;
+      font-size: 0.95rem;
+      font-weight: 600;
+      white-space: nowrap;
+      overflow: hidden;
+      text-overflow: ellipsis;
+    }
+
+    .stat-label {
+      color: var(--text-secondary-color);
+      font-size: 0.75rem;
+    }
+  }
+}
+
+.top-books {
+  display: flex;
+  gap: 0.75rem;
+  margin-bottom: 0.75rem;
+  flex-wrap: wrap;
+
+  .top-book-card {
+    display: flex;
+    align-items: center;
+    gap: 0.5rem;
+    background: rgba(255, 255, 255, 0.05);
+    border: 1px solid rgba(255, 255, 255, 0.1);
+    border-radius: 8px;
+    padding: 0.5rem 0.75rem;
+    flex: 1;
+    min-width: 180px;
+
+    .book-rank {
+      color: rgba(251, 146, 60, 1);
+      font-weight: 700;
+      font-size: 1rem;
+    }
+
+    .book-info {
+      flex: 1;
+      overflow: hidden;
+
+      .book-name {
+        color: #ffffff;
+        font-size: 0.85rem;
+        font-weight: 500;
+        display: block;
+        white-space: nowrap;
+        overflow: hidden;
+        text-overflow: ellipsis;
+      }
+
+      .book-indicators {
+        display: flex;
+        gap: 0.4rem;
+        margin-top: 0.2rem;
+        flex-wrap: wrap;
+
+        .indicator {
+          color: var(--text-secondary-color);
+          font-size: 0.7rem;
+          display: flex;
+          align-items: center;
+          gap: 0.2rem;
+
+          &.burst {
+            color: rgba(251, 146, 60, 0.9);
+          }
+
+          i {
+            font-size: 0.65rem;
+          }
+        }
+      }
+    }
+
+    .book-score {
+      color: rgba(251, 146, 60, 1);
+      font-size: 1.25rem;
+      font-weight: 700;
+      flex-shrink: 0;
+    }
+  }
+}
+
+.chart-wrapper {
+  position: relative;
+  height: 400px;
+  width: 100%;
+}
+
+@media (max-width: 768px) {
+  .top-books {
+    flex-direction: column;
+
+    .top-book-card {
+      min-width: unset;
+    }
+  }
+}
+
+@media (max-width: 480px) {
+  .chart-header .chart-title h3 {
+    font-size: 1.1rem;
+  }
+
+  .stats-row {
+    gap: 0.5rem;
+
+    .stat-item {
+      min-width: 80px;
+      padding: 0.4rem 0.5rem;
+    }
+  }
+
+  .chart-wrapper {
+    height: 350px;
+  }
+}
diff --git a/booklore-ui/src/app/features/stats/component/user-stats/charts/page-turner-chart/page-turner-chart.component.ts b/booklore-ui/src/app/features/stats/component/user-stats/charts/page-turner-chart/page-turner-chart.component.ts
new file mode 100644
index 0000000000..8a827b08ad
--- /dev/null
+++ b/booklore-ui/src/app/features/stats/component/user-stats/charts/page-turner-chart/page-turner-chart.component.ts
@@ -0,0 +1,185 @@
+import {Component, inject, OnDestroy, OnInit} from '@angular/core';
+import {CommonModule} from '@angular/common';
+import {BaseChartDirective} from 'ng2-charts';
+import {Tooltip} from 'primeng/tooltip';
+import {BehaviorSubject, EMPTY, Observable, Subject} from 'rxjs';
+import {catchError, takeUntil} from 'rxjs/operators';
+import {ChartConfiguration, ChartData} from 'chart.js';
+import {PageTurnerScoreResponse, UserStatsService} from '../../../../../settings/user-management/user-stats.service';
+
+type PageTurnerChartData = ChartData<'bar', number[], string>;
+
+@Component({
+  selector: 'app-page-turner-chart',
+  standalone: true,
+  imports: [CommonModule, BaseChartDirective, Tooltip],
+  templateUrl: './page-turner-chart.component.html',
+  styleUrls: ['./page-turner-chart.component.scss']
+})
+export class PageTurnerChartComponent implements OnInit, OnDestroy {
+  public readonly chartType = 'bar' as const;
+  public readonly chartData$: Observable<PageTurnerChartData>;
+  public readonly chartOptions: ChartConfiguration['options'];
+
+  public stats = {mostGripping: '', avgGripScore: 0, guiltyPleasure: ''};
+  public topBooks: PageTurnerScoreResponse[] = [];
+
+  private readonly userStatsService = inject(UserStatsService);
+  private readonly destroy$ = new Subject<void>();
+  private readonly chartDataSubject: BehaviorSubject<PageTurnerChartData>;
+
+  constructor() {
+    this.chartDataSubject = new BehaviorSubject<PageTurnerChartData>({labels: [], datasets: []});
+    this.chartData$ = this.chartDataSubject.asObservable();
+
+    this.chartOptions = {
+      indexAxis: 'y',
+      responsive: true,
+      maintainAspectRatio: false,
+      layout: {padding: {top: 10, bottom: 10, left: 10, right: 10}},
+      plugins: {
+        legend: {display: false},
+        tooltip: {
+          enabled: true,
+          backgroundColor: 'rgba(0, 0, 0, 0.95)',
+          titleColor: '#ffffff',
+          bodyColor: '#ffffff',
+          borderColor: 'rgba(251, 146, 60, 0.8)',
+          borderWidth: 2,
+          cornerRadius: 8,
+          displayColors: false,
+          padding: 16,
+          titleFont: {size: 14, weight: 'bold'},
+          bodyFont: {size: 13},
+          callbacks: {
+            label: () => ''
+          }
+        },
+        datalabels: {display: false}
+      },
+      scales: {
+        x: {
+          title: {
+            display: true,
+            text: 'Grip Score (0-100)',
+            color: '#ffffff',
+            font: {family: "'Inter', sans-serif", size: 13, weight: 'bold'}
+          },
+          min: 0,
+          max: 100,
+          ticks: {
+            color: '#ffffff',
+            font: {family: "'Inter', sans-serif", size: 11}
+          },
+          grid: {color: 'rgba(255, 255, 255, 0.1)'},
+          border: {display: false}
+        },
+        y: {
+          ticks: {
+            color: '#ffffff',
+            font: {family: "'Inter', sans-serif", size: 11}
+          },
+          grid: {display: false},
+          border: {display: false}
+        }
+      }
+    };
+  }
+
+  ngOnInit(): void {
+    this.loadData();
+  }
+
+  ngOnDestroy(): void {
+    this.destroy$.next();
+    this.destroy$.complete();
+  }
+
+  private loadData(): void {
+    this.userStatsService.getPageTurnerScores()
+      .pipe(
+        takeUntil(this.destroy$),
+        catchError((error) => {
+          console.error('Error loading page turner scores:', error);
+          return EMPTY;
+        })
+      )
+      .subscribe((data) => {
+        this.updateStats(data);
+        this.updateChartData(data);
+      });
+  }
+
+  private updateStats(data: PageTurnerScoreResponse[]): void {
+    if (data.length === 0) {
+      this.stats = {mostGripping: '-', avgGripScore: 0, guiltyPleasure: '-'};
+      this.topBooks = [];
+      return;
+    }
+
+    this.stats.mostGripping = data[0].bookTitle;
+    this.stats.avgGripScore = Math.round(data.reduce((sum, d) => sum + d.gripScore, 0) / data.length);
+
+    const guiltyPleasure = data.find(d => d.gripScore >= 60 && d.personalRating != null && d.personalRating <= 3);
+    this.stats.guiltyPleasure = guiltyPleasure?.bookTitle || '-';
+
+    this.topBooks = data.slice(0, 3);
+  }
+
+  private updateChartData(data: PageTurnerScoreResponse[]): void {
+    const top15 = data.slice(0, 15);
+
+    const labels = top15.map(d => d.bookTitle.length > 25 ? d.bookTitle.substring(0, 25) + '...' : d.bookTitle);
+    const values = top15.map(d => d.gripScore);
+    const bgColors = top15.map(d => {
+      const t = d.gripScore / 100;
+      const r = Math.round(59 + t * (239 - 59));
+      const g = Math.round(130 + t * (68 - 130));
+      const b = Math.round(246 + t * (68 - 246));
+      return `rgba(${r}, ${g}, ${b}, 0.85)`;
+    });
+
+    if (this.chartOptions?.plugins?.tooltip?.callbacks) {
+      this.chartOptions.plugins.tooltip.callbacks.label = (context) => {
+        const idx = context.dataIndex;
+        const item = top15[idx];
+        if (!item) return '';
+        const lines = [
+          `Grip Score: ${item.gripScore}/100`,
+          `Sessions: ${item.totalSessions}`,
+          `Avg Session: ${Math.round(item.avgSessionDurationSeconds / 60)}min`,
+        ];
+        if (item.personalRating) {
+          lines.push(`Rating: ${item.personalRating}/10`);
+        }
+        return lines;
+      };
+    }
+
+    this.chartDataSubject.next({
+      labels,
+      datasets: [{
+        label: 'Grip Score',
+        data: values,
+        backgroundColor: bgColors,
+        borderColor: bgColors.map(c => c.replace('0.85', '1')),
+        borderWidth: 1,
+        borderRadius: 4,
+        barPercentage: 0.8,
+        categoryPercentage: 0.7
+      }]
+    });
+  }
+
+  getAccelerationLabel(value: number): string {
+    if (value > 5) return 'Increasing';
+    if (value < -5) return 'Decreasing';
+    return 'Steady';
+  }
+
+  getGapLabel(value: number): string {
+    if (value < -2) return 'Shrinking';
+    if (value > 2) return 'Growing';
+    return 'Steady';
+  }
+}
diff --git a/booklore-ui/src/app/features/stats/component/user-stats/charts/peak-hours-chart/peak-hours-chart.component.html b/booklore-ui/src/app/features/stats/component/user-stats/charts/peak-hours-chart/peak-hours-chart.component.html
index 59df2e711e..ba25db2599 100644
--- a/booklore-ui/src/app/features/stats/component/user-stats/charts/peak-hours-chart/peak-hours-chart.component.html
+++ b/booklore-ui/src/app/features/stats/component/user-stats/charts/peak-hours-chart/peak-hours-chart.component.html
@@ -4,6 +4,11 @@
       <h3>
         <i class="pi pi-clock peak-hours-icon"></i>
         Peak Reading Hours
+        <i class="pi pi-question-circle chart-info-icon"
+           pTooltip="Shows the number of reading sessions and total reading time for each hour of the day (midnight to 11pm). Filter by year and month to see how your habits shift over time. The peak hour highlights when you read the most."
+           tooltipPosition="bottom"
+           tooltipStyleClass="chart-info-tooltip"
+           [appendTo]="'body'"></i>
       </h3>
       <p class="chart-description">Reading activity by hour of the day</p>
     </div>
diff --git a/booklore-ui/src/app/features/stats/component/user-stats/charts/peak-hours-chart/peak-hours-chart.component.ts b/booklore-ui/src/app/features/stats/component/user-stats/charts/peak-hours-chart/peak-hours-chart.component.ts
index 27f002c4bb..5ee8817f0e 100644
--- a/booklore-ui/src/app/features/stats/component/user-stats/charts/peak-hours-chart/peak-hours-chart.component.ts
+++ b/booklore-ui/src/app/features/stats/component/user-stats/charts/peak-hours-chart/peak-hours-chart.component.ts
@@ -5,6 +5,7 @@ import {ChartConfiguration, ChartData} from 'chart.js';
 import {BehaviorSubject, EMPTY, Observable, Subject} from 'rxjs';
 import {catchError, takeUntil} from 'rxjs/operators';
 import {Select} from 'primeng/select';
+import {Tooltip} from 'primeng/tooltip';
 import {FormsModule} from '@angular/forms';
 import {PeakHoursResponse, UserStatsService} from '../../../../../settings/user-management/user-stats.service';
 
@@ -13,7 +14,7 @@ type PeakHoursChartData = ChartData<'line', number[], string>;
 @Component({
   selector: 'app-peak-hours-chart',
   standalone: true,
-  imports: [CommonModule, BaseChartDirective, Select, FormsModule],
+  imports: [CommonModule, BaseChartDirective, Select, FormsModule, Tooltip],
   templateUrl: './peak-hours-chart.component.html',
   styleUrls: ['./peak-hours-chart.component.scss']
 })
diff --git a/booklore-ui/src/app/features/stats/component/user-stats/charts/personal-rating-chart/personal-rating-chart.component.html b/booklore-ui/src/app/features/stats/component/user-stats/charts/personal-rating-chart/personal-rating-chart.component.html
index 95dd53258e..eb9c4f026f 100644
--- a/booklore-ui/src/app/features/stats/component/user-stats/charts/personal-rating-chart/personal-rating-chart.component.html
+++ b/booklore-ui/src/app/features/stats/component/user-stats/charts/personal-rating-chart/personal-rating-chart.component.html
@@ -4,6 +4,11 @@
       <h3>
         <i class="pi pi-star-fill personal-rating-icon"></i>
         Personal Rating Distribution
+        <i class="pi pi-question-circle chart-info-icon"
+           pTooltip="Shows how many books you've given each rating from 1 to 10. Helps you see whether you tend to rate generously, harshly, or cluster around a particular score. Only books with a personal rating are included."
+           tooltipPosition="bottom"
+           tooltipStyleClass="chart-info-tooltip"
+           [appendTo]="'body'"></i>
       </h3>
       <p class="chart-description">Books by your rating (1–10)</p>
     </div>
diff --git a/booklore-ui/src/app/features/stats/component/user-stats/charts/personal-rating-chart/personal-rating-chart.component.ts b/booklore-ui/src/app/features/stats/component/user-stats/charts/personal-rating-chart/personal-rating-chart.component.ts
index 0fdb4ed294..3f96f6fe36 100644
--- a/booklore-ui/src/app/features/stats/component/user-stats/charts/personal-rating-chart/personal-rating-chart.component.ts
+++ b/booklore-ui/src/app/features/stats/component/user-stats/charts/personal-rating-chart/personal-rating-chart.component.ts
@@ -4,6 +4,7 @@ import {BaseChartDirective} from 'ng2-charts';
 import {BehaviorSubject, EMPTY, Observable, Subject} from 'rxjs';
 import {catchError, filter, first, takeUntil} from 'rxjs/operators';
 import {ChartConfiguration, ChartData} from 'chart.js';
+import {Tooltip} from 'primeng/tooltip';
 import {BookService} from '../../../../../book/service/book.service';
 import {BookState} from '../../../../../book/model/state/book-state.model';
 import {Book} from '../../../../../book/model/book.model';
@@ -52,7 +53,7 @@ type RatingChartData = ChartData<'bar', number[], string>;
 @Component({
   selector: 'app-personal-rating-chart',
   standalone: true,
-  imports: [CommonModule, BaseChartDirective],
+  imports: [CommonModule, BaseChartDirective, Tooltip],
   templateUrl: './personal-rating-chart.component.html',
   styleUrls: ['./personal-rating-chart.component.scss']
 })
diff --git a/booklore-ui/src/app/features/stats/component/user-stats/charts/rating-taste-chart/rating-taste-chart.component.html b/booklore-ui/src/app/features/stats/component/user-stats/charts/rating-taste-chart/rating-taste-chart.component.html
index ce2fbcef86..2a19d1f12e 100644
--- a/booklore-ui/src/app/features/stats/component/user-stats/charts/rating-taste-chart/rating-taste-chart.component.html
+++ b/booklore-ui/src/app/features/stats/component/user-stats/charts/rating-taste-chart/rating-taste-chart.component.html
@@ -4,6 +4,11 @@
       <h3>
         <i class="pi pi-chart-scatter rating-taste-icon"></i>
         Rating Taste Comparison
+        <i class="pi pi-question-circle chart-info-icon"
+           pTooltip="Each dot is a book plotted by its external rating (X-axis, e.g. Goodreads/Amazon) versus your personal rating (Y-axis). Books on the diagonal mean you agree with the crowd. Above the line means you rated higher; below means you rated lower. Quadrants show your taste patterns."
+           tooltipPosition="bottom"
+           tooltipStyleClass="chart-info-tooltip"
+           [appendTo]="'body'"></i>
       </h3>
       <p class="chart-description">Compare your personal ratings against external ratings (Goodreads, Amazon, etc.)</p>
     </div>
@@ -70,12 +75,4 @@ <h4>Your Taste Profile</h4>
       </div>
     </div>
   }
-
-  @if (totalRatedBooks === 0) {
-    <div class="no-data-message">
-      <i class="pi pi-info-circle"></i>
-      <p>No books with both personal and external ratings found.</p>
-      <small>Rate your books and ensure they have external ratings from Goodreads, Amazon, etc.</small>
-    </div>
-  }
 </div>
diff --git a/booklore-ui/src/app/features/stats/component/user-stats/charts/rating-taste-chart/rating-taste-chart.component.ts b/booklore-ui/src/app/features/stats/component/user-stats/charts/rating-taste-chart/rating-taste-chart.component.ts
index 7e9fefef63..52a3ed4f97 100644
--- a/booklore-ui/src/app/features/stats/component/user-stats/charts/rating-taste-chart/rating-taste-chart.component.ts
+++ b/booklore-ui/src/app/features/stats/component/user-stats/charts/rating-taste-chart/rating-taste-chart.component.ts
@@ -1,6 +1,7 @@
 import {Component, inject, OnDestroy, OnInit} from '@angular/core';
 import {CommonModule} from '@angular/common';
 import {BaseChartDirective} from 'ng2-charts';
+import {Tooltip} from 'primeng/tooltip';
 import {BehaviorSubject, EMPTY, Observable, Subject} from 'rxjs';
 import {catchError, filter, first, switchMap, takeUntil} from 'rxjs/operators';
 import {ChartConfiguration, ChartData, ScatterDataPoint} from 'chart.js';
@@ -30,7 +31,7 @@ type RatingTasteChartData = ChartData<'scatter', BookDataPoint[], string>;
 @Component({
   selector: 'app-rating-taste-chart',
   standalone: true,
-  imports: [CommonModule, BaseChartDirective],
+  imports: [CommonModule, BaseChartDirective, Tooltip],
   templateUrl: './rating-taste-chart.component.html',
   styleUrls: ['./rating-taste-chart.component.scss']
 })
diff --git a/booklore-ui/src/app/features/stats/component/user-stats/charts/read-status-chart/read-status-chart.component.html b/booklore-ui/src/app/features/stats/component/user-stats/charts/read-status-chart/read-status-chart.component.html
index c0cbfc5c9f..6a47d45ad1 100644
--- a/booklore-ui/src/app/features/stats/component/user-stats/charts/read-status-chart/read-status-chart.component.html
+++ b/booklore-ui/src/app/features/stats/component/user-stats/charts/read-status-chart/read-status-chart.component.html
@@ -4,6 +4,11 @@
       <h3>
         <i class="pi pi-book read-status-icon"></i>
         Reading Status Distribution
+        <i class="pi pi-question-circle chart-info-icon"
+           pTooltip="Breaks down your entire library by reading status: read, reading, partially read, paused, abandoned, won't read, and unread. Gives you a quick snapshot of how much of your collection you've worked through."
+           tooltipPosition="bottom"
+           tooltipStyleClass="chart-info-tooltip"
+           [appendTo]="'body'"></i>
       </h3>
       <p class="chart-description">Books by their reading status</p>
     </div>
diff --git a/booklore-ui/src/app/features/stats/component/user-stats/charts/read-status-chart/read-status-chart.component.ts b/booklore-ui/src/app/features/stats/component/user-stats/charts/read-status-chart/read-status-chart.component.ts
index 4acebb2c2d..521fdea7e6 100644
--- a/booklore-ui/src/app/features/stats/component/user-stats/charts/read-status-chart/read-status-chart.component.ts
+++ b/booklore-ui/src/app/features/stats/component/user-stats/charts/read-status-chart/read-status-chart.component.ts
@@ -4,6 +4,7 @@ import {BaseChartDirective} from 'ng2-charts';
 import {BehaviorSubject, EMPTY, Observable, Subject} from 'rxjs';
 import {catchError, filter, first, takeUntil} from 'rxjs/operators';
 import {ChartConfiguration, ChartData, Chart, TooltipItem} from 'chart.js';
+import {Tooltip} from 'primeng/tooltip';
 import {BookService} from '../../../../../book/service/book.service';
 import {BookState} from '../../../../../book/model/state/book-state.model';
 import {Book, ReadStatus} from '../../../../../book/model/book.model';
@@ -38,7 +39,7 @@ type StatusChartData = ChartData<'doughnut', number[], string>;
 @Component({
   selector: 'app-read-status-chart',
   standalone: true,
-  imports: [CommonModule, BaseChartDirective],
+  imports: [CommonModule, BaseChartDirective, Tooltip],
   templateUrl: './read-status-chart.component.html',
   styleUrls: ['./read-status-chart.component.scss']
 })
diff --git a/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-backlog-chart/reading-backlog-chart.component.html b/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-backlog-chart/reading-backlog-chart.component.html
deleted file mode 100644
index d08339a091..0000000000
--- a/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-backlog-chart/reading-backlog-chart.component.html
+++ /dev/null
@@ -1,186 +0,0 @@
-<div class="backlog-container">
-  <div class="chart-header">
-    <div class="chart-title">
-      <h3>
-        <i class="pi pi-clock backlog-icon"></i>
-        Reading Backlog Analysis
-      </h3>
-      <p class="chart-description">Track how long books sit in your library and your reading patterns over time</p>
-    </div>
-    @if (stats) {
-      <div class="health-score" [class]="getHealthScoreClass()">
-        <div class="score-circle">
-          <span class="score-value">{{ stats.backlogHealthScore }}</span>
-        </div>
-        <div class="score-info">
-          <span class="score-label">Backlog Health</span>
-          <span class="score-status">{{ getHealthScoreLabel() }}</span>
-        </div>
-      </div>
-    }
-  </div>
-
-  @if (stats) {
-    <div class="stats-overview">
-      <div class="stat-card">
-        <div class="stat-icon books-icon">
-          <i class="pi pi-book"></i>
-        </div>
-        <div class="stat-content">
-          <span class="stat-value">{{ stats.totalBooks }}</span>
-          <span class="stat-label">Total Books</span>
-        </div>
-      </div>
-
-      <div class="stat-card">
-        <div class="stat-icon unread-icon">
-          <i class="pi pi-inbox"></i>
-        </div>
-        <div class="stat-content">
-          <span class="stat-value">{{ stats.unreadBooks }}</span>
-          <span class="stat-label">In Backlog</span>
-        </div>
-      </div>
-
-      <div class="stat-card">
-        <div class="stat-icon age-icon">
-          <i class="pi pi-calendar"></i>
-        </div>
-        <div class="stat-content">
-          <span class="stat-value">{{ formatDays(stats.avgBacklogAge) }}</span>
-          <span class="stat-label">Avg. Library Age</span>
-        </div>
-      </div>
-
-      <div class="stat-card">
-        <div class="stat-icon velocity-icon">
-          <i class="pi pi-bolt"></i>
-        </div>
-        <div class="stat-content">
-          <span class="stat-value">{{ stats.readingVelocity }}</span>
-          <span class="stat-label">Completed (6mo)</span>
-        </div>
-      </div>
-    </div>
-  }
-
-  <div class="chart-wrapper">
-    <canvas baseChart
-            [data]="(chartData$ | async) ?? {labels: [], datasets: []}"
-            [options]="chartOptions"
-            [type]="chartType">
-    </canvas>
-  </div>
-
-  @if (stats) {
-    <div class="insights-section">
-      <h4>Key Insights</h4>
-      <div class="insights-grid">
-        @if (stats.quickestRead) {
-          <div class="insight-card quickest">
-            <div class="insight-icon">
-              <i class="pi pi-forward"></i>
-            </div>
-            <div class="insight-content">
-              <span class="insight-title">Quickest Read</span>
-              <span class="insight-book">{{ stats.quickestRead.title }}</span>
-              <span class="insight-detail">Read in {{ formatDays(stats.quickestRead.daysToComplete!) }}</span>
-            </div>
-          </div>
-        }
-
-        @if (stats.longestWait) {
-          <div class="insight-card longest">
-            <div class="insight-icon">
-              <i class="pi pi-hourglass"></i>
-            </div>
-            <div class="insight-content">
-              <span class="insight-title">Longest Wait</span>
-              <span class="insight-book">{{ stats.longestWait.title }}</span>
-              <span class="insight-detail">Waited {{ formatDays(stats.longestWait.daysToComplete!) }} to read</span>
-            </div>
-          </div>
-        }
-
-        @if (stats.oldestUnread) {
-          <div class="insight-card oldest">
-            <div class="insight-icon">
-              <i class="pi pi-history"></i>
-            </div>
-            <div class="insight-content">
-              <span class="insight-title">Oldest Unread</span>
-              <span class="insight-book">{{ stats.oldestUnread.title }}</span>
-              <span class="insight-detail">Waiting for {{ formatDays(stats.oldestUnread.daysInLibrary) }}</span>
-            </div>
-          </div>
-        }
-
-        @if (stats.avgDaysToRead > 0) {
-          <div class="insight-card average">
-            <div class="insight-icon">
-              <i class="pi pi-chart-line"></i>
-            </div>
-            <div class="insight-content">
-              <span class="insight-title">Average Time to Read</span>
-              <span class="insight-value-large">{{ formatDays(stats.avgDaysToRead) }}</span>
-              <span class="insight-detail">From acquisition to completion</span>
-            </div>
-          </div>
-        }
-      </div>
-    </div>
-
-    <div class="bucket-details">
-      <h4>Backlog Breakdown</h4>
-      <div class="bucket-list">
-        @for (bucket of buckets; track bucket.label) {
-          @if (bucket.unread + bucket.reading + bucket.completed > 0) {
-            <div class="bucket-item">
-              <div class="bucket-header">
-                <span class="bucket-label">{{ bucket.label }}</span>
-                <span class="bucket-range">{{ bucket.range }}</span>
-                <span class="bucket-total">{{ bucket.unread + bucket.reading + bucket.completed }} books</span>
-              </div>
-              <div class="bucket-bars">
-                <div class="bucket-bar-container">
-                  @if (bucket.unread > 0) {
-                    <div class="bucket-bar unread"
-                         [style.flex]="bucket.unread"
-                         [title]="bucket.unread + ' unread'">
-                      {{ bucket.unread }}
-                    </div>
-                  }
-                  @if (bucket.reading > 0) {
-                    <div class="bucket-bar reading"
-                         [style.flex]="bucket.reading"
-                         [title]="bucket.reading + ' reading'">
-                      {{ bucket.reading }}
-                    </div>
-                  }
-                  @if (bucket.completed > 0) {
-                    <div class="bucket-bar completed"
-                         [style.flex]="bucket.completed"
-                         [title]="bucket.completed + ' completed'">
-                      {{ bucket.completed }}
-                    </div>
-                  }
-                </div>
-              </div>
-              @if (bucket.avgDaysToRead !== null) {
-                <span class="bucket-avg">Avg. {{ formatDays(bucket.avgDaysToRead) }} to read</span>
-              }
-            </div>
-          }
-        }
-      </div>
-    </div>
-  }
-
-  @if (!stats) {
-    <div class="no-data-message">
-      <i class="pi pi-info-circle"></i>
-      <p>No books with addition dates found.</p>
-      <small>Backlog analysis requires books with "Added On" dates in your library.</small>
-    </div>
-  }
-</div>
diff --git a/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-backlog-chart/reading-backlog-chart.component.scss b/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-backlog-chart/reading-backlog-chart.component.scss
deleted file mode 100644
index 743c98de93..0000000000
--- a/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-backlog-chart/reading-backlog-chart.component.scss
+++ /dev/null
@@ -1,485 +0,0 @@
-.backlog-container {
-  width: 100%;
-}
-
-.chart-header {
-  display: flex;
-  justify-content: space-between;
-  align-items: flex-start;
-  margin-bottom: 1.5rem;
-  flex-wrap: wrap;
-  gap: 1rem;
-
-  .chart-title {
-    flex: 1;
-    min-width: 250px;
-
-    h3 {
-      color: var(--text-color, #ffffff);
-      font-size: 1.25rem;
-      font-weight: 500;
-      margin: 0 0 0.5rem 0;
-      display: flex;
-      align-items: center;
-      gap: 0.5rem;
-    }
-
-    .chart-description {
-      color: var(--text-secondary-color);
-      font-size: 0.9rem;
-      margin: 0;
-      line-height: 1.4;
-    }
-  }
-
-  .health-score {
-    display: flex;
-    align-items: center;
-    gap: 0.75rem;
-    padding: 0.75rem 1rem;
-    border-radius: 12px;
-    background: rgba(255, 255, 255, 0.05);
-    border: 2px solid;
-
-    &.healthy {
-      border-color: rgba(76, 175, 80, 0.5);
-      background: rgba(76, 175, 80, 0.1);
-
-      .score-circle {
-        background: linear-gradient(135deg, #4caf50, #81c784);
-      }
-    }
-
-    &.moderate {
-      border-color: rgba(255, 193, 7, 0.5);
-      background: rgba(255, 193, 7, 0.1);
-
-      .score-circle {
-        background: linear-gradient(135deg, #ffc107, #ffca28);
-      }
-    }
-
-    &.unhealthy {
-      border-color: rgba(239, 83, 80, 0.5);
-      background: rgba(239, 83, 80, 0.1);
-
-      .score-circle {
-        background: linear-gradient(135deg, #ef5350, #e57373);
-      }
-    }
-
-    .score-circle {
-      width: 48px;
-      height: 48px;
-      border-radius: 50%;
-      display: flex;
-      align-items: center;
-      justify-content: center;
-
-      .score-value {
-        font-size: 1.1rem;
-        font-weight: 700;
-        color: #ffffff;
-      }
-    }
-
-    .score-info {
-      display: flex;
-      flex-direction: column;
-
-      .score-label {
-        font-size: 0.75rem;
-        color: var(--text-secondary-color);
-        text-transform: uppercase;
-        letter-spacing: 0.5px;
-      }
-
-      .score-status {
-        font-size: 0.9rem;
-        font-weight: 600;
-        color: var(--text-color, #ffffff);
-      }
-    }
-  }
-}
-
-.backlog-icon {
-  font-size: 1.5rem;
-  color: #2196f3;
-}
-
-.stats-overview {
-  display: grid;
-  grid-template-columns: repeat(auto-fit, minmax(140px, 1fr));
-  gap: 1rem;
-  margin-bottom: 1.5rem;
-
-  .stat-card {
-    display: flex;
-    align-items: center;
-    gap: 0.75rem;
-    padding: 1rem;
-    background: rgba(255, 255, 255, 0.05);
-    border-radius: 10px;
-    border: 1px solid rgba(255, 255, 255, 0.1);
-
-    .stat-icon {
-      width: 40px;
-      height: 40px;
-      border-radius: 8px;
-      display: flex;
-      align-items: center;
-      justify-content: center;
-      font-size: 1.1rem;
-
-      &.books-icon {
-        background: rgba(33, 150, 243, 0.2);
-        color: #2196f3;
-      }
-
-      &.unread-icon {
-        background: rgba(239, 83, 80, 0.2);
-        color: #ef5350;
-      }
-
-      &.age-icon {
-        background: rgba(156, 39, 176, 0.2);
-        color: #9c27b0;
-      }
-
-      &.velocity-icon {
-        background: rgba(76, 175, 80, 0.2);
-        color: #4caf50;
-      }
-    }
-
-    .stat-content {
-      display: flex;
-      flex-direction: column;
-
-      .stat-value {
-        font-size: 1.25rem;
-        font-weight: 600;
-        color: var(--text-color, #ffffff);
-      }
-
-      .stat-label {
-        font-size: 0.75rem;
-        color: var(--text-secondary-color);
-      }
-    }
-  }
-}
-
-.chart-wrapper {
-  height: 280px;
-  width: 100%;
-  margin-bottom: 1.5rem;
-}
-
-.insights-section {
-  margin-bottom: 1.5rem;
-
-  h4 {
-    color: var(--text-color, #ffffff);
-    font-size: 1rem;
-    font-weight: 500;
-    margin: 0 0 1rem 0;
-  }
-
-  .insights-grid {
-    display: grid;
-    grid-template-columns: repeat(auto-fit, minmax(200px, 1fr));
-    gap: 1rem;
-  }
-
-  .insight-card {
-    display: flex;
-    gap: 0.75rem;
-    padding: 1rem;
-    background: rgba(255, 255, 255, 0.05);
-    border-radius: 10px;
-    border-left: 3px solid;
-
-    &.quickest {
-      border-left-color: #4caf50;
-
-      .insight-icon {
-        color: #4caf50;
-        background: rgba(76, 175, 80, 0.15);
-      }
-    }
-
-    &.longest {
-      border-left-color: #ff9800;
-
-      .insight-icon {
-        color: #ff9800;
-        background: rgba(255, 152, 0, 0.15);
-      }
-    }
-
-    &.oldest {
-      border-left-color: #ef5350;
-
-      .insight-icon {
-        color: #ef5350;
-        background: rgba(239, 83, 80, 0.15);
-      }
-    }
-
-    &.average {
-      border-left-color: #2196f3;
-
-      .insight-icon {
-        color: #2196f3;
-        background: rgba(33, 150, 243, 0.15);
-      }
-    }
-
-    .insight-icon {
-      width: 36px;
-      height: 36px;
-      border-radius: 8px;
-      display: flex;
-      align-items: center;
-      justify-content: center;
-      flex-shrink: 0;
-    }
-
-    .insight-content {
-      display: flex;
-      flex-direction: column;
-      min-width: 0;
-
-      .insight-title {
-        font-size: 0.7rem;
-        color: var(--text-secondary-color);
-        text-transform: uppercase;
-        letter-spacing: 0.5px;
-        margin-bottom: 0.25rem;
-      }
-
-      .insight-book {
-        font-size: 0.9rem;
-        font-weight: 500;
-        color: var(--text-color, #ffffff);
-        white-space: nowrap;
-        overflow: hidden;
-        text-overflow: ellipsis;
-      }
-
-      .insight-value-large {
-        font-size: 1.1rem;
-        font-weight: 600;
-        color: var(--text-color, #ffffff);
-      }
-
-      .insight-detail {
-        font-size: 0.8rem;
-        color: var(--text-secondary-color);
-        margin-top: 0.15rem;
-      }
-    }
-  }
-}
-
-.bucket-details {
-  h4 {
-    color: var(--text-color, #ffffff);
-    font-size: 1rem;
-    font-weight: 500;
-    margin: 0 0 1rem 0;
-  }
-
-  .bucket-list {
-    display: flex;
-    flex-direction: column;
-    gap: 0.75rem;
-  }
-
-  .bucket-item {
-    padding: 0.75rem 1rem;
-    background: rgba(255, 255, 255, 0.03);
-    border-radius: 8px;
-    border: 1px solid rgba(255, 255, 255, 0.08);
-
-    .bucket-header {
-      display: flex;
-      align-items: center;
-      gap: 0.75rem;
-      margin-bottom: 0.5rem;
-
-      .bucket-label {
-        font-weight: 500;
-        color: var(--text-color, #ffffff);
-        font-size: 0.9rem;
-      }
-
-      .bucket-range {
-        font-size: 0.75rem;
-        color: var(--text-secondary-color);
-        padding: 0.15rem 0.5rem;
-        background: rgba(255, 255, 255, 0.1);
-        border-radius: 4px;
-      }
-
-      .bucket-total {
-        margin-left: auto;
-        font-size: 0.8rem;
-        color: var(--text-secondary-color);
-      }
-    }
-
-    .bucket-bars {
-      .bucket-bar-container {
-        display: flex;
-        height: 24px;
-        border-radius: 4px;
-        overflow: hidden;
-        background: rgba(255, 255, 255, 0.05);
-      }
-
-      .bucket-bar {
-        display: flex;
-        align-items: center;
-        justify-content: center;
-        font-size: 0.75rem;
-        font-weight: 500;
-        color: #ffffff;
-        min-width: 24px;
-        transition: flex 0.3s ease;
-
-        &.unread {
-          background: rgba(239, 83, 80, 0.8);
-        }
-
-        &.reading {
-          background: rgba(255, 193, 7, 0.8);
-        }
-
-        &.completed {
-          background: rgba(76, 175, 80, 0.8);
-        }
-      }
-    }
-
-    .bucket-avg {
-      display: block;
-      margin-top: 0.5rem;
-      font-size: 0.75rem;
-      color: var(--text-secondary-color);
-    }
-  }
-}
-
-.no-data-message {
-  display: flex;
-  flex-direction: column;
-  align-items: center;
-  justify-content: center;
-  padding: 3rem;
-  text-align: center;
-  color: var(--text-secondary-color);
-
-  i {
-    font-size: 2.5rem;
-    margin-bottom: 1rem;
-    opacity: 0.5;
-  }
-
-  p {
-    font-size: 1rem;
-    margin: 0 0 0.5rem 0;
-    color: var(--text-color, #ffffff);
-  }
-
-  small {
-    font-size: 0.85rem;
-    opacity: 0.7;
-  }
-}
-
-@media (max-width: 768px) {
-  .chart-header {
-    .health-score {
-      .score-circle {
-        width: 40px;
-        height: 40px;
-
-        .score-value {
-          font-size: 0.95rem;
-        }
-      }
-    }
-  }
-
-  .stats-overview {
-    grid-template-columns: repeat(2, 1fr);
-
-    .stat-card {
-      .stat-content {
-        .stat-value {
-          font-size: 1.1rem;
-        }
-      }
-    }
-  }
-
-  .chart-wrapper {
-    height: 250px;
-  }
-
-  .insights-section {
-    .insights-grid {
-      grid-template-columns: 1fr;
-    }
-  }
-}
-
-@media (max-width: 480px) {
-  .chart-header {
-    .chart-title {
-      h3 {
-        font-size: 1rem;
-      }
-
-      .chart-description {
-        font-size: 0.8rem;
-      }
-    }
-  }
-
-  .stats-overview {
-    grid-template-columns: 1fr 1fr;
-    gap: 0.75rem;
-
-    .stat-card {
-      padding: 0.75rem;
-
-      .stat-icon {
-        width: 32px;
-        height: 32px;
-        font-size: 0.9rem;
-      }
-    }
-  }
-
-  .chart-wrapper {
-    height: 220px;
-  }
-
-  .bucket-details {
-    .bucket-item {
-      .bucket-header {
-        flex-wrap: wrap;
-
-        .bucket-total {
-          width: 100%;
-          margin-left: 0;
-          margin-top: 0.25rem;
-        }
-      }
-    }
-  }
-}
diff --git a/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-backlog-chart/reading-backlog-chart.component.ts b/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-backlog-chart/reading-backlog-chart.component.ts
deleted file mode 100644
index 2db544799f..0000000000
--- a/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-backlog-chart/reading-backlog-chart.component.ts
+++ /dev/null
@@ -1,470 +0,0 @@
-import {Component, inject, OnDestroy, OnInit} from '@angular/core';
-import {CommonModule} from '@angular/common';
-import {BaseChartDirective} from 'ng2-charts';
-import {BehaviorSubject, EMPTY, Observable, Subject} from 'rxjs';
-import {catchError, filter, first, switchMap, takeUntil} from 'rxjs/operators';
-import {ChartConfiguration, ChartData} from 'chart.js';
-import {Book, ReadStatus} from '../../../../../book/model/book.model';
-import {BookService} from '../../../../../book/service/book.service';
-import {LibraryFilterService} from '../../../library-stats/service/library-filter.service';
-import {BookState} from '../../../../../book/model/state/book-state.model';
-
-interface BacklogBucket {
-  label: string;
-  range: string;
-  unread: number;
-  reading: number;
-  completed: number;
-  avgDaysToRead: number | null;
-  books: BookBacklogInfo[];
-}
-
-interface BookBacklogInfo {
-  title: string;
-  addedOn: Date;
-  daysInLibrary: number;
-  daysToComplete: number | null;
-  status: ReadStatus;
-}
-
-interface BacklogStats {
-  totalBooks: number;
-  unreadBooks: number;
-  avgBacklogAge: number;
-  avgDaysToRead: number;
-  oldestUnread: BookBacklogInfo | null;
-  quickestRead: BookBacklogInfo | null;
-  longestWait: BookBacklogInfo | null;
-  readingVelocity: number;
-  backlogHealthScore: number;
-}
-
-type BacklogChartData = ChartData<'bar', number[], string>;
-
-@Component({
-  selector: 'app-reading-backlog-chart',
-  standalone: true,
-  imports: [CommonModule, BaseChartDirective],
-  templateUrl: './reading-backlog-chart.component.html',
-  styleUrls: ['./reading-backlog-chart.component.scss']
-})
-export class ReadingBacklogChartComponent implements OnInit, OnDestroy {
-  private readonly bookService = inject(BookService);
-  private readonly libraryFilterService = inject(LibraryFilterService);
-  private readonly destroy$ = new Subject<void>();
-
-  public readonly chartType = 'bar' as const;
-  public buckets: BacklogBucket[] = [];
-  public stats: BacklogStats | null = null;
-
-  public readonly chartOptions: ChartConfiguration<'bar'>['options'] = {
-    responsive: true,
-    maintainAspectRatio: false,
-    indexAxis: 'y',
-    layout: {
-      padding: {top: 10, right: 20, bottom: 10, left: 10}
-    },
-    scales: {
-      x: {
-        stacked: true,
-        title: {
-          display: true,
-          text: 'Number of Books',
-          color: '#ffffff',
-          font: {
-            family: "'Inter', sans-serif",
-            size: 12,
-            weight: 500
-          }
-        },
-        ticks: {
-          color: 'rgba(255, 255, 255, 0.8)',
-          font: {
-            family: "'Inter', sans-serif",
-            size: 11
-          },
-          stepSize: 1
-        },
-        grid: {
-          color: 'rgba(255, 255, 255, 0.1)'
-        }
-      },
-      y: {
-        stacked: true,
-        title: {
-          display: true,
-          text: 'Time in Library',
-          color: '#ffffff',
-          font: {
-            family: "'Inter', sans-serif",
-            size: 12,
-            weight: 500
-          }
-        },
-        ticks: {
-          color: 'rgba(255, 255, 255, 0.8)',
-          font: {
-            family: "'Inter', sans-serif",
-            size: 11
-          }
-        },
-        grid: {
-          color: 'rgba(255, 255, 255, 0.1)'
-        }
-      }
-    },
-    plugins: {
-      legend: {
-        display: true,
-        position: 'top',
-        labels: {
-          color: '#ffffff',
-          font: {
-            family: "'Inter', sans-serif",
-            size: 11
-          },
-          usePointStyle: true,
-          pointStyle: 'rect',
-          padding: 15
-        }
-      },
-      tooltip: {
-        enabled: true,
-        backgroundColor: 'rgba(0, 0, 0, 0.95)',
-        titleColor: '#ffffff',
-        bodyColor: '#ffffff',
-        borderColor: '#2196f3',
-        borderWidth: 2,
-        cornerRadius: 8,
-        padding: 12,
-        titleFont: {size: 13, weight: 'bold'},
-        bodyFont: {size: 11},
-        callbacks: {
-          title: (context) => {
-            const bucket = this.buckets[context[0].dataIndex];
-            return bucket ? `${bucket.label} (${bucket.range})` : '';
-          },
-          afterBody: (context) => {
-            const bucket = this.buckets[context[0].dataIndex];
-            if (!bucket) return [];
-            const lines = [];
-            if (bucket.avgDaysToRead !== null) {
-              lines.push(`Avg. days to read: ${bucket.avgDaysToRead.toFixed(0)}`);
-            }
-            return lines;
-          }
-        }
-      }
-    }
-  };
-
-  private readonly chartDataSubject = new BehaviorSubject<BacklogChartData>({
-    labels: [],
-    datasets: []
-  });
-
-  public readonly chartData$: Observable<BacklogChartData> = this.chartDataSubject.asObservable();
-
-  ngOnInit(): void {
-    this.bookService.bookState$
-      .pipe(
-        filter(state => state.loaded),
-        first(),
-        switchMap(() =>
-          this.libraryFilterService.selectedLibrary$.pipe(
-            takeUntil(this.destroy$)
-          )
-        ),
-        catchError((error) => {
-          console.error('Error processing backlog data:', error);
-          return EMPTY;
-        })
-      )
-      .subscribe(() => {
-        this.calculateAndUpdateChart();
-      });
-  }
-
-  ngOnDestroy(): void {
-    this.destroy$.next();
-    this.destroy$.complete();
-  }
-
-  private calculateAndUpdateChart(): void {
-    const currentState = this.bookService.getCurrentBookState();
-    const selectedLibraryId = this.libraryFilterService.getCurrentSelectedLibrary();
-
-    if (!this.isValidBookState(currentState)) {
-      this.chartDataSubject.next({labels: [], datasets: []});
-      this.buckets = [];
-      this.stats = null;
-      return;
-    }
-
-    const filteredBooks = this.filterBooksByLibrary(currentState.books!, selectedLibraryId);
-    const booksWithDates = this.getBooksWithAddedDate(filteredBooks);
-
-    if (booksWithDates.length === 0) {
-      this.chartDataSubject.next({labels: [], datasets: []});
-      this.buckets = [];
-      this.stats = null;
-      return;
-    }
-
-    this.buckets = this.calculateBacklogBuckets(booksWithDates);
-    this.stats = this.calculateBacklogStats(booksWithDates);
-    this.updateChartData();
-  }
-
-  private isValidBookState(state: unknown): state is BookState {
-    return (
-      typeof state === 'object' &&
-      state !== null &&
-      'loaded' in state &&
-      typeof (state as { loaded: boolean }).loaded === 'boolean' &&
-      'books' in state &&
-      Array.isArray((state as { books: unknown }).books) &&
-      (state as { books: Book[] }).books.length > 0
-    );
-  }
-
-  private filterBooksByLibrary(books: Book[], selectedLibraryId: string | number | null): Book[] {
-    return selectedLibraryId
-      ? books.filter(book => book.libraryId === selectedLibraryId)
-      : books;
-  }
-
-  private getBooksWithAddedDate(books: Book[]): Book[] {
-    return books.filter(book => book.addedOn);
-  }
-
-  private calculateBacklogBuckets(books: Book[]): BacklogBucket[] {
-    const now = new Date();
-    const bucketDefs = [
-      {label: 'Fresh', range: '< 1 week', minDays: 0, maxDays: 7},
-      {label: 'Recent', range: '1-4 weeks', minDays: 7, maxDays: 30},
-      {label: 'Settling', range: '1-3 months', minDays: 30, maxDays: 90},
-      {label: 'Established', range: '3-6 months', minDays: 90, maxDays: 180},
-      {label: 'Seasoned', range: '6-12 months', minDays: 180, maxDays: 365},
-      {label: 'Vintage', range: '1-2 years', minDays: 365, maxDays: 730},
-      {label: 'Archive', range: '2+ years', minDays: 730, maxDays: Infinity}
-    ];
-
-    return bucketDefs.map(def => {
-      const bucketBooks: BookBacklogInfo[] = [];
-      let unread = 0;
-      let reading = 0;
-      let completed = 0;
-      let totalDaysToRead = 0;
-      let completedCount = 0;
-
-      books.forEach(book => {
-        const addedDate = new Date(book.addedOn!);
-        const daysInLibrary = Math.floor((now.getTime() - addedDate.getTime()) / (1000 * 60 * 60 * 24));
-
-        if (daysInLibrary >= def.minDays && daysInLibrary < def.maxDays) {
-          let daysToComplete: number | null = null;
-
-          if (book.dateFinished) {
-            const finishedDate = new Date(book.dateFinished);
-            daysToComplete = Math.floor((finishedDate.getTime() - addedDate.getTime()) / (1000 * 60 * 60 * 24));
-            if (daysToComplete < 0) daysToComplete = 0;
-          }
-
-          const bookInfo: BookBacklogInfo = {
-            title: book.metadata?.title || book.fileName || 'Unknown',
-            addedOn: addedDate,
-            daysInLibrary,
-            daysToComplete,
-            status: book.readStatus || ReadStatus.UNSET
-          };
-
-          bucketBooks.push(bookInfo);
-
-          switch (book.readStatus) {
-            case ReadStatus.READING:
-            case ReadStatus.RE_READING:
-              reading++;
-              break;
-            case ReadStatus.READ:
-              completed++;
-              if (daysToComplete !== null) {
-                totalDaysToRead += daysToComplete;
-                completedCount++;
-              }
-              break;
-            case ReadStatus.UNREAD:
-            case ReadStatus.UNSET:
-            case ReadStatus.PAUSED:
-            case ReadStatus.WONT_READ:
-            case ReadStatus.ABANDONED:
-            case ReadStatus.PARTIALLY_READ:
-            default:
-              unread++;
-              break;
-          }
-        }
-      });
-
-      return {
-        label: def.label,
-        range: def.range,
-        unread,
-        reading,
-        completed,
-        avgDaysToRead: completedCount > 0 ? totalDaysToRead / completedCount : null,
-        books: bucketBooks
-      };
-    });
-  }
-
-  private calculateBacklogStats(books: Book[]): BacklogStats {
-    const now = new Date();
-    let totalDaysInLibrary = 0;
-    let totalDaysToRead = 0;
-    let completedWithDates = 0;
-    let unreadBooks = 0;
-    let oldestUnread: BookBacklogInfo | null = null;
-    let quickestRead: BookBacklogInfo | null = null;
-    let longestWait: BookBacklogInfo | null = null;
-    let recentlyCompleted = 0;
-
-    const sixMonthsAgo = new Date();
-    sixMonthsAgo.setMonth(sixMonthsAgo.getMonth() - 6);
-
-    books.forEach(book => {
-      const addedDate = new Date(book.addedOn!);
-      const daysInLibrary = Math.floor((now.getTime() - addedDate.getTime()) / (1000 * 60 * 60 * 24));
-      totalDaysInLibrary += daysInLibrary;
-
-      let daysToComplete: number | null = null;
-      if (book.dateFinished) {
-        const finishedDate = new Date(book.dateFinished);
-        daysToComplete = Math.floor((finishedDate.getTime() - addedDate.getTime()) / (1000 * 60 * 60 * 24));
-        if (daysToComplete < 0) daysToComplete = 0;
-
-        if (finishedDate > sixMonthsAgo) {
-          recentlyCompleted++;
-        }
-      }
-
-      const bookInfo: BookBacklogInfo = {
-        title: book.metadata?.title || book.fileName || 'Unknown',
-        addedOn: addedDate,
-        daysInLibrary,
-        daysToComplete,
-        status: book.readStatus || ReadStatus.UNSET
-      };
-
-      const isUnread = book.readStatus === ReadStatus.UNREAD ||
-        book.readStatus === ReadStatus.UNSET ||
-        book.readStatus === ReadStatus.PAUSED ||
-        !book.readStatus;
-
-      if (isUnread) {
-        unreadBooks++;
-        if (!oldestUnread || daysInLibrary > oldestUnread.daysInLibrary) {
-          oldestUnread = bookInfo;
-        }
-      }
-
-      if (book.readStatus === ReadStatus.READ && daysToComplete !== null) {
-        totalDaysToRead += daysToComplete;
-        completedWithDates++;
-
-        if (!quickestRead || daysToComplete < (quickestRead.daysToComplete || Infinity)) {
-          quickestRead = bookInfo;
-        }
-        if (!longestWait || daysToComplete > (longestWait.daysToComplete || 0)) {
-          longestWait = bookInfo;
-        }
-      }
-    });
-
-    const avgBacklogAge = books.length > 0 ? totalDaysInLibrary / books.length : 0;
-    const avgDaysToRead = completedWithDates > 0 ? totalDaysToRead / completedWithDates : 0;
-    const readingVelocity = recentlyCompleted; // Books completed in last 6 months
-
-    // Backlog health score (0-100)
-    // Lower unread percentage = better
-    // Lower avg backlog age = better
-    // Higher reading velocity = better
-    const unreadPercentage = books.length > 0 ? (unreadBooks / books.length) * 100 : 0;
-    const ageScore = Math.max(0, 100 - (avgBacklogAge / 365) * 50); // Penalize old backlogs
-    const velocityScore = Math.min(100, readingVelocity * 10); // Reward active reading
-    const completionScore = 100 - unreadPercentage;
-
-    const backlogHealthScore = Math.round((ageScore * 0.3 + velocityScore * 0.3 + completionScore * 0.4));
-
-    return {
-      totalBooks: books.length,
-      unreadBooks,
-      avgBacklogAge,
-      avgDaysToRead,
-      oldestUnread,
-      quickestRead,
-      longestWait,
-      readingVelocity,
-      backlogHealthScore: Math.min(100, Math.max(0, backlogHealthScore))
-    };
-  }
-
-  private updateChartData(): void {
-    const labels = this.buckets.map(b => b.label);
-
-    this.chartDataSubject.next({
-      labels,
-      datasets: [
-        {
-          label: 'Unread',
-          data: this.buckets.map(b => b.unread),
-          backgroundColor: 'rgba(239, 83, 80, 0.8)',
-          borderColor: '#ef5350',
-          borderWidth: 1,
-          borderRadius: 4
-        },
-        {
-          label: 'Reading',
-          data: this.buckets.map(b => b.reading),
-          backgroundColor: 'rgba(255, 193, 7, 0.8)',
-          borderColor: '#ffc107',
-          borderWidth: 1,
-          borderRadius: 4
-        },
-        {
-          label: 'Completed',
-          data: this.buckets.map(b => b.completed),
-          backgroundColor: 'rgba(76, 175, 80, 0.8)',
-          borderColor: '#4caf50',
-          borderWidth: 1,
-          borderRadius: 4
-        }
-      ]
-    });
-  }
-
-  getHealthScoreClass(): string {
-    if (!this.stats) return '';
-    if (this.stats.backlogHealthScore >= 70) return 'healthy';
-    if (this.stats.backlogHealthScore >= 40) return 'moderate';
-    return 'unhealthy';
-  }
-
-  getHealthScoreLabel(): string {
-    if (!this.stats) return '';
-    if (this.stats.backlogHealthScore >= 70) return 'Healthy';
-    if (this.stats.backlogHealthScore >= 40) return 'Moderate';
-    return 'Needs Attention';
-  }
-
-  formatDays(days: number): string {
-    const roundedDays = Math.round(days);
-    if (roundedDays < 7) return `${roundedDays} day${roundedDays !== 1 ? 's' : ''}`;
-    const weeks = Math.round(roundedDays / 7);
-    if (roundedDays < 30) return `${weeks} week${weeks !== 1 ? 's' : ''}`;
-    const months = Math.round(roundedDays / 30);
-    if (roundedDays < 365) return `${months} month${months !== 1 ? 's' : ''}`;
-    const years = Math.round((roundedDays / 365) * 10) / 10; // Round to 1 decimal
-    return `${years} year${years >= 2 ? 's' : ''}`;
-  }
-}
diff --git a/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-clock-chart/reading-clock-chart.component.html b/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-clock-chart/reading-clock-chart.component.html
new file mode 100644
index 0000000000..83f61dfff6
--- /dev/null
+++ b/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-clock-chart/reading-clock-chart.component.html
@@ -0,0 +1,49 @@
+<div class="reading-clock-container">
+  <div class="chart-header">
+    <div class="chart-title">
+      <h3>
+        <i class="pi pi-clock reading-clock-icon"></i>
+        Reading Clock
+        <i class="pi pi-question-circle chart-info-icon"
+           pTooltip="Each segment of the clock represents one hour of the day (12am-11pm). The size of each segment shows how many total minutes you've spent reading during that hour across all time. Warm colors indicate your busiest hours. You're classified as a Night Owl (most reading 8pm-2am), Early Bird (5am-11am), or Balanced."
+           tooltipPosition="bottom"
+           tooltipStyleClass="chart-info-tooltip"
+           [appendTo]="'body'"></i>
+      </h3>
+      <p class="chart-description">When do you read throughout the day</p>
+    </div>
+  </div>
+
+  @if (hasData) {
+    <div class="stats-row">
+      <div class="stat-card peak">
+        <span class="stat-value">{{ peakHour }}</span>
+        <span class="stat-label">Peak Hour</span>
+      </div>
+      <div class="stat-card total">
+        <span class="stat-value">{{ totalHoursRead }}h</span>
+        <span class="stat-label">Total Read</span>
+      </div>
+      <div class="stat-card type">
+        <span class="stat-value-sm">{{ readerType }}</span>
+        <span class="stat-label">Reader Type</span>
+      </div>
+    </div>
+  }
+
+  <div class="chart-wrapper">
+    <canvas baseChart
+            [data]="(chartData$ | async) ?? {labels: [], datasets: []}"
+            [options]="chartOptions"
+            [type]="chartType">
+    </canvas>
+  </div>
+
+  @if (!hasData) {
+    <div class="no-data-message">
+      <i class="pi pi-info-circle"></i>
+      <p>No reading session data found.</p>
+      <small>Track your reading sessions to see your reading clock.</small>
+    </div>
+  }
+</div>
diff --git a/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-clock-chart/reading-clock-chart.component.scss b/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-clock-chart/reading-clock-chart.component.scss
new file mode 100644
index 0000000000..29864612f5
--- /dev/null
+++ b/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-clock-chart/reading-clock-chart.component.scss
@@ -0,0 +1,148 @@
+.reading-clock-container {
+  width: 100%;
+}
+
+.chart-header {
+  display: flex;
+  justify-content: space-between;
+  align-items: flex-start;
+  margin-bottom: 0.5rem;
+
+  .chart-title {
+    flex: 1;
+
+    h3 {
+      color: var(--text-color, #ffffff);
+      font-size: 1.25rem;
+      font-weight: 500;
+      margin: 0 0 0.5rem 0;
+      display: flex;
+      align-items: center;
+      gap: 0.5rem;
+    }
+
+    .chart-description {
+      color: var(--text-secondary-color);
+      font-size: 0.9rem;
+      margin: 0;
+      line-height: 1.4;
+    }
+  }
+}
+
+.reading-clock-icon {
+  font-size: 1.5rem;
+  color: #42a5f5;
+}
+
+.stats-row {
+  display: flex;
+  gap: 0.75rem;
+  margin-bottom: 1rem;
+  flex-wrap: wrap;
+
+  .stat-card {
+    display: flex;
+    flex-direction: column;
+    align-items: center;
+    background: rgba(255, 255, 255, 0.05);
+    border: 1px solid rgba(255, 255, 255, 0.1);
+    border-radius: 8px;
+    padding: 0.5rem 1rem;
+    flex: 1;
+    min-width: 80px;
+
+    .stat-value {
+      font-size: 1.5rem;
+      font-weight: 600;
+      color: var(--text-color, #ffffff);
+    }
+
+    .stat-value-sm {
+      font-size: 1rem;
+      font-weight: 500;
+      color: var(--text-color, #ffffff);
+    }
+
+    .stat-label {
+      font-size: 0.75rem;
+      color: var(--text-secondary-color);
+      text-transform: uppercase;
+      letter-spacing: 0.5px;
+      margin-top: 0.25rem;
+    }
+
+    &.peak .stat-value {
+      color: #ff9800;
+    }
+
+    &.total .stat-value {
+      color: #42a5f5;
+    }
+
+    &.type .stat-value-sm {
+      color: #9c27b0;
+    }
+  }
+}
+
+.chart-wrapper {
+  position: relative;
+  height: 350px;
+  width: 100%;
+}
+
+.no-data-message {
+  display: flex;
+  flex-direction: column;
+  align-items: center;
+  justify-content: center;
+  padding: 3rem;
+  text-align: center;
+  color: var(--text-secondary-color);
+
+  i {
+    font-size: 2.5rem;
+    margin-bottom: 1rem;
+    opacity: 0.5;
+  }
+
+  p {
+    font-size: 1rem;
+    margin: 0 0 0.5rem 0;
+    color: var(--text-color, #ffffff);
+  }
+
+  small {
+    font-size: 0.85rem;
+    opacity: 0.7;
+  }
+}
+
+@media (max-width: 768px) {
+  .chart-wrapper {
+    height: 300px;
+  }
+}
+
+@media (max-width: 480px) {
+  .chart-header .chart-title h3 {
+    font-size: 1rem;
+  }
+
+  .stats-row {
+    gap: 0.5rem;
+
+    .stat-card {
+      padding: 0.4rem 0.5rem;
+
+      .stat-value {
+        font-size: 1.2rem;
+      }
+    }
+  }
+
+  .chart-wrapper {
+    height: 280px;
+  }
+}
diff --git a/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-clock-chart/reading-clock-chart.component.ts b/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-clock-chart/reading-clock-chart.component.ts
new file mode 100644
index 0000000000..af507e859a
--- /dev/null
+++ b/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-clock-chart/reading-clock-chart.component.ts
@@ -0,0 +1,168 @@
+import {Component, inject, OnDestroy, OnInit} from '@angular/core';
+import {CommonModule} from '@angular/common';
+import {BaseChartDirective} from 'ng2-charts';
+import {Tooltip} from 'primeng/tooltip';
+import {BehaviorSubject, EMPTY, Observable, Subject} from 'rxjs';
+import {catchError, takeUntil} from 'rxjs/operators';
+import {ChartConfiguration, ChartData} from 'chart.js';
+import {PeakHoursResponse, UserStatsService} from '../../../../../settings/user-management/user-stats.service';
+
+type ClockChartData = ChartData<'polarArea', number[], string>;
+
+const HOUR_LABELS = [
+  '12am', '1am', '2am', '3am', '4am', '5am',
+  '6am', '7am', '8am', '9am', '10am', '11am',
+  '12pm', '1pm', '2pm', '3pm', '4pm', '5pm',
+  '6pm', '7pm', '8pm', '9pm', '10pm', '11pm'
+];
+
+@Component({
+  selector: 'app-reading-clock-chart',
+  standalone: true,
+  imports: [CommonModule, BaseChartDirective, Tooltip],
+  templateUrl: './reading-clock-chart.component.html',
+  styleUrls: ['./reading-clock-chart.component.scss']
+})
+export class ReadingClockChartComponent implements OnInit, OnDestroy {
+  private readonly userStatsService = inject(UserStatsService);
+  private readonly destroy$ = new Subject<void>();
+
+  public readonly chartType = 'polarArea' as const;
+  public peakHour = '';
+  public totalHoursRead = 0;
+  public readerType = '';
+  public hasData = false;
+
+  public readonly chartOptions: ChartConfiguration<'polarArea'>['options'] = {
+    responsive: true,
+    maintainAspectRatio: false,
+    layout: {
+      padding: {top: 10, bottom: 10}
+    },
+    plugins: {
+      legend: {display: false},
+      tooltip: {
+        enabled: true,
+        backgroundColor: 'rgba(0, 0, 0, 0.9)',
+        titleColor: '#ffffff',
+        bodyColor: '#ffffff',
+        borderColor: '#ffffff',
+        borderWidth: 1,
+        cornerRadius: 6,
+        padding: 12,
+        titleFont: {size: 13, weight: 'bold'},
+        bodyFont: {size: 12},
+        callbacks: {
+          title: (context) => HOUR_LABELS[context[0].dataIndex],
+          label: (context) => {
+            const minutes = context.parsed.r;
+            if (minutes >= 60) {
+              const hrs = Math.floor(minutes / 60);
+              const mins = Math.round(minutes % 60);
+              return `${hrs}h ${mins}m of reading`;
+            }
+            return `${Math.round(minutes)}m of reading`;
+          }
+        }
+      },
+      datalabels: {display: false}
+    },
+    scales: {
+      r: {
+        ticks: {display: false},
+        grid: {color: 'rgba(255, 255, 255, 0.1)'},
+        pointLabels: {
+          display: true,
+          color: 'rgba(255, 255, 255, 0.7)',
+          font: {family: "'Inter', sans-serif", size: 10}
+        }
+      }
+    }
+  };
+
+  private readonly chartDataSubject = new BehaviorSubject<ClockChartData>({
+    labels: [],
+    datasets: []
+  });
+
+  public readonly chartData$: Observable<ClockChartData> = this.chartDataSubject.asObservable();
+
+  ngOnInit(): void {
+    this.userStatsService.getPeakHours()
+      .pipe(
+        takeUntil(this.destroy$),
+        catchError((error) => {
+          console.error('Error loading peak hours:', error);
+          return EMPTY;
+        })
+      )
+      .subscribe((data) => this.processData(data));
+  }
+
+  ngOnDestroy(): void {
+    this.destroy$.next();
+    this.destroy$.complete();
+  }
+
+  private processData(data: PeakHoursResponse[]): void {
+    if (!data || data.length === 0) {
+      this.hasData = false;
+      return;
+    }
+
+    this.hasData = true;
+
+    // Build 24-hour array
+    const hourMinutes = new Array(24).fill(0);
+    let totalSeconds = 0;
+    let peakIdx = 0;
+    let peakVal = 0;
+
+    for (const entry of data) {
+      const minutes = entry.totalDurationSeconds / 60;
+      hourMinutes[entry.hourOfDay] = minutes;
+      totalSeconds += entry.totalDurationSeconds;
+      if (minutes > peakVal) {
+        peakVal = minutes;
+        peakIdx = entry.hourOfDay;
+      }
+    }
+
+    this.peakHour = HOUR_LABELS[peakIdx];
+    this.totalHoursRead = Math.round(totalSeconds / 3600);
+
+    // Night owl vs early bird
+    const nightHours = [20, 21, 22, 23, 0, 1, 2];
+    const morningHours = [5, 6, 7, 8, 9, 10, 11];
+    const nightTotal = nightHours.reduce((sum, h) => sum + hourMinutes[h], 0);
+    const morningTotal = morningHours.reduce((sum, h) => sum + hourMinutes[h], 0);
+
+    if (nightTotal > morningTotal * 1.2) {
+      this.readerType = 'Night Owl';
+    } else if (morningTotal > nightTotal * 1.2) {
+      this.readerType = 'Early Bird';
+    } else {
+      this.readerType = 'Balanced';
+    }
+
+    // Generate colors: cool blues for low, warm oranges for peak
+    const maxMinutes = Math.max(...hourMinutes, 1);
+    const colors = hourMinutes.map(minutes => {
+      const ratio = minutes / maxMinutes;
+      if (ratio >= 0.7) return 'rgba(255, 152, 0, 0.8)';   // Warm orange
+      if (ratio >= 0.4) return 'rgba(255, 193, 7, 0.7)';    // Yellow
+      if (ratio >= 0.15) return 'rgba(100, 181, 246, 0.6)';  // Light blue
+      return 'rgba(66, 133, 244, 0.35)';                      // Cool blue
+    });
+
+    this.chartDataSubject.next({
+      labels: HOUR_LABELS,
+      datasets: [{
+        data: hourMinutes,
+        backgroundColor: colors,
+        borderColor: colors.map(c => c.replace(/[\d.]+\)$/, '1)')),
+        borderWidth: 1
+      }]
+    });
+  }
+}
diff --git a/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-dna-chart/reading-dna-chart.component.html b/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-dna-chart/reading-dna-chart.component.html
index d7328d1583..306aad651d 100644
--- a/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-dna-chart/reading-dna-chart.component.html
+++ b/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-dna-chart/reading-dna-chart.component.html
@@ -4,8 +4,13 @@
       <h3>
         <i class="pi pi-chart-line reading-dna-icon"></i>
         Reading DNA Profile
+        <i class="pi pi-question-circle chart-info-icon"
+           pTooltip="A radar chart profiling your reading personality across 8 dimensions. Scores are computed from your library's genres, ratings, page counts, publication dates, and reading progress. Each trait uses non-overlapping criteria for accurate results."
+           tooltipPosition="bottom"
+           tooltipStyleClass="chart-info-tooltip"
+           [appendTo]="'body'"></i>
       </h3>
-      <p class="chart-description">Your unique reading personality across 8 key dimensions</p>
+      <p class="chart-description">Your unique reading personality across 8 dimensions</p>
     </div>
   </div>
   <div class="chart-wrapper">
diff --git a/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-dna-chart/reading-dna-chart.component.ts b/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-dna-chart/reading-dna-chart.component.ts
index 73f840eaf3..f6e21e5459 100644
--- a/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-dna-chart/reading-dna-chart.component.ts
+++ b/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-dna-chart/reading-dna-chart.component.ts
@@ -4,6 +4,7 @@ import {BaseChartDirective} from 'ng2-charts';
 import {BehaviorSubject, EMPTY, Observable, Subject} from 'rxjs';
 import {catchError, filter, first, takeUntil} from 'rxjs/operators';
 import {ChartConfiguration, ChartData} from 'chart.js';
+import {Tooltip} from 'primeng/tooltip';
 import {BookService} from '../../../../../book/service/book.service';
 import {BookState} from '../../../../../book/model/state/book-state.model';
 import {Book, ReadStatus} from '../../../../../book/model/book.model';
@@ -31,7 +32,7 @@ type ReadingDNAChartData = ChartData<'radar', number[], string>;
 @Component({
   selector: 'app-reading-dna-chart',
   standalone: true,
-  imports: [CommonModule, BaseChartDirective],
+  imports: [CommonModule, BaseChartDirective, Tooltip],
   templateUrl: './reading-dna-chart.component.html',
   styleUrls: ['./reading-dna-chart.component.scss']
 })
@@ -117,7 +118,7 @@ export class ReadingDNAChartComponent implements OnInit, OnDestroy {
             const insight = this.personalityInsights.find(i => i.trait === context.label);
 
             return [
-              `Score: ${score.toFixed(1)}/100`,
+              `Score: ${score}/100`,
               '',
               insight ? insight.description : 'Your reading personality trait'
             ];
@@ -177,56 +178,49 @@ export class ReadingDNAChartComponent implements OnInit, OnDestroy {
   }
 
   private updateChartData(profile: ReadingDNAProfile | null): void {
-    try {
-      if (!profile) {
-        this.chartDataSubject.next({
-          labels: [],
-          datasets: []
-        });
-        this.personalityInsights = [];
-        return;
-      }
+    if (!profile) {
+      this.chartDataSubject.next({labels: [], datasets: []});
+      this.personalityInsights = [];
+      return;
+    }
 
-      const data = [
-        profile.adventurous,
-        profile.perfectionist,
-        profile.intellectual,
-        profile.emotional,
-        profile.patient,
-        profile.social,
-        profile.nostalgic,
-        profile.ambitious
-      ];
-
-      const gradientColors = [
-        '#e91e63', '#2196f3', '#00bcd4', '#ff9800',
-        '#9c27b0', '#3f51b5', '#673ab7', '#009688'
-      ];
-
-      this.chartDataSubject.next({
-        labels: [
-          'Adventurous', 'Perfectionist', 'Intellectual', 'Emotional',
-          'Patient', 'Social', 'Nostalgic', 'Ambitious'
-        ],
-        datasets: [{
-          label: 'Reading DNA Profile',
-          data,
-          backgroundColor: 'rgba(233, 30, 99, 0.2)',
-          borderColor: '#e91e63',
-          borderWidth: 3,
-          pointBackgroundColor: gradientColors,
-          pointBorderColor: '#ffffff',
-          pointBorderWidth: 3,
-          pointRadius: 5,
-          pointHoverRadius: 8,
-          fill: true
-        }]
-      });
+    const data = [
+      profile.adventurous,
+      profile.perfectionist,
+      profile.intellectual,
+      profile.emotional,
+      profile.patient,
+      profile.social,
+      profile.nostalgic,
+      profile.ambitious
+    ];
 
-      this.personalityInsights = this.convertToPersonalityInsights(profile);
-    } catch (error) {
-      console.error('Error updating reading DNA chart data:', error);
-    }
+    const gradientColors = [
+      '#e91e63', '#2196f3', '#00bcd4', '#ff9800',
+      '#9c27b0', '#3f51b5', '#673ab7', '#009688'
+    ];
+
+    this.chartDataSubject.next({
+      labels: [
+        'Adventurous', 'Perfectionist', 'Intellectual', 'Emotional',
+        'Patient', 'Social', 'Nostalgic', 'Ambitious'
+      ],
+      datasets: [{
+        label: 'Reading DNA Profile',
+        data,
+        backgroundColor: 'rgba(233, 30, 99, 0.2)',
+        borderColor: '#e91e63',
+        borderWidth: 3,
+        pointBackgroundColor: gradientColors,
+        pointBorderColor: '#ffffff',
+        pointBorderWidth: 3,
+        pointRadius: 5,
+        pointHoverRadius: 8,
+        fill: true
+      }]
+    });
+
+    this.personalityInsights = this.buildPersonalityInsights(profile);
   }
 
   private calculateReadingDNAData(): ReadingDNAProfile | null {
@@ -251,9 +245,9 @@ export class ReadingDNAChartComponent implements OnInit, OnDestroy {
     );
   }
 
-  private analyzeReadingDNA(books: Book[]): ReadingDNAProfile {
+  private analyzeReadingDNA(books: Book[]): ReadingDNAProfile | null {
     if (books.length === 0) {
-      return this.getDefaultProfile();
+      return null;
     }
 
     return {
@@ -268,65 +262,49 @@ export class ReadingDNAChartComponent implements OnInit, OnDestroy {
     };
   }
 
+  // Genre diversity + language variety
   private calculateAdventurousScore(books: Book[]): number {
     const genres = new Set<string>();
     const languages = new Set<string>();
-    const formats = new Set<string>();
 
     books.forEach(book => {
       book.metadata?.categories?.forEach(cat => genres.add(cat.toLowerCase()));
       if (book.metadata?.language) languages.add(book.metadata.language);
-      if (book.primaryFile?.bookType) formats.add(book.primaryFile.bookType);
     });
 
-    const genreScore = Math.min(60, genres.size * 4);
-    const languageScore = Math.min(20, languages.size * 10);
-    const formatScore = Math.min(20, formats.size * 7);
+    // Having unique genres equal to 40% of book count = max genre diversity
+    const diversityRatio = genres.size / Math.max(1, books.length * 0.4);
+    const genreScore = Math.min(75, diversityRatio * 75);
 
-    return genreScore + languageScore + formatScore;
+    // Each language beyond the first adds 12.5 pts
+    const languageScore = Math.min(25, Math.max(0, languages.size - 1) * 12.5);
+
+    return Math.min(100, Math.round(genreScore + languageScore));
   }
 
+  // Completion rate + high personal ratings
   private calculatePerfectionistScore(books: Book[]): number {
     const completedBooks = books.filter(b => b.readStatus === ReadStatus.READ);
     const completionRate = completedBooks.length / books.length;
 
-    const qualityBooks = books.filter(book => {
-      const metadata = book.metadata;
-      if (!metadata) return false;
-      return (metadata.goodreadsRating && metadata.goodreadsRating >= 4.0) ||
-        (metadata.amazonRating && metadata.amazonRating >= 4.0) ||
-        (book.personalRating && book.personalRating >= 4);
-    });
-
-    const qualityRate = qualityBooks.length / books.length;
-    const completionScore = completionRate * 60;
-    const qualityScore = qualityRate * 40;
+    const ratedBooks = books.filter(book => book.personalRating);
+    const highRatedBooks = ratedBooks.filter(book => book.personalRating! >= 4);
+    const highRatingRate = ratedBooks.length > 0 ? highRatedBooks.length / ratedBooks.length : 0;
 
-    return Math.min(100, completionScore + qualityScore);
+    return Math.min(100, Math.round(completionRate * 60 + highRatingRate * 40));
   }
 
+  // Non-fiction/academic genre proportion + long books
   private calculateIntellectualScore(books: Book[]): number {
     const intellectualGenres = [
-      'philosophy', 'science', 'history', 'biography', 'politics',
-      'psychology', 'sociology', 'economics', 'technology', 'mathematics',
-      'physics', 'chemistry', 'medicine', 'law', 'education',
-      'anthropology', 'archaeology', 'astronomy', 'biology', 'geology',
-      'linguistics', 'neuroscience', 'quantum physics', 'engineering',
-      'computer science', 'artificial intelligence', 'data science',
-      'research', 'academic', 'scholarly', 'theoretical', 'scientific',
-      'analytical', 'critical thinking', 'logic', 'rhetoric',
-      'cultural studies', 'international relations', 'diplomacy',
-      'public policy', 'governance', 'constitutional law', 'ethics',
-      'moral philosophy', 'epistemology', 'metaphysics', 'theology',
-      'religious studies', 'comparative religion', 'apologetics'
+      'philosophy', 'history', 'biography', 'politics', 'psychology',
+      'economics', 'mathematics', 'engineering', 'medicine', 'law',
+      'education', 'sociology', 'nonfiction', 'non-fiction', 'academic'
     ];
 
-    const intellectualBooks = books.filter(book => {
-      if (!book.metadata?.categories) return false;
-      return book.metadata.categories.some(cat =>
-        intellectualGenres.some(genre => cat.toLowerCase().includes(genre))
-      );
-    });
+    const intellectualBooks = books.filter(book =>
+      this.bookMatchesGenres(book, intellectualGenres)
+    );
 
     const longBooks = books.filter(book =>
       book.metadata?.pageCount && book.metadata.pageCount > 400
@@ -335,42 +313,28 @@ export class ReadingDNAChartComponent implements OnInit, OnDestroy {
     const intellectualRate = intellectualBooks.length / books.length;
     const longBookRate = longBooks.length / books.length;
 
-    return Math.min(100, (intellectualRate * 70) + (longBookRate * 30));
+    return Math.min(100, Math.round(intellectualRate * 70 + longBookRate * 30));
   }
 
+  // Emotionally-driven genre proportion + rating engagement
   private calculateEmotionalScore(books: Book[]): number {
     const emotionalGenres = [
-      'fiction', 'romance', 'drama', 'literary', 'contemporary',
-      'memoir', 'poetry', 'young adult', 'coming of age', 'family',
-      'love story', 'relationships', 'emotional', 'heartbreak',
-      'healing', 'self-help', 'personal development', 'inspirational',
-      'motivational', 'spiritual', 'mindfulness', 'meditation',
-      'grief', 'loss', 'trauma', 'recovery', 'therapy',
-      'women\'s fiction', 'chick lit', 'new adult', 'teen',
-      'childhood', 'parenting', 'motherhood', 'fatherhood',
-      'friendship', 'betrayal', 'forgiveness', 'redemption',
-      'slice of life', 'domestic fiction', 'family saga',
-      'generational saga', 'multicultural', 'immigrant stories',
-      'lgbtq+', 'queer fiction', 'feminist', 'gender studies',
-      'social issues', 'mental health', 'addiction', 'wellness',
-      'autobiography', 'personal narrative', 'diary', 'journal'
+      'romance', 'memoir', 'poetry', 'drama', 'self-help',
+      'autobiography', 'literary fiction', 'coming of age'
     ];
 
-    const emotionalBooks = books.filter(book => {
-      if (!book.metadata?.categories) return false;
-      return book.metadata.categories.some(cat =>
-        emotionalGenres.some(genre => cat.toLowerCase().includes(genre))
-      );
-    });
-
-    const personallyRatedBooks = books.filter(book => book.personalRating);
+    const emotionalBooks = books.filter(book =>
+      this.bookMatchesGenres(book, emotionalGenres)
+    );
 
+    const ratedBooks = books.filter(book => book.personalRating);
+    const ratingEngagement = ratedBooks.length / books.length;
     const emotionalRate = emotionalBooks.length / books.length;
-    const ratingEngagement = personallyRatedBooks.length / books.length;
 
-    return Math.min(100, (emotionalRate * 60) + (ratingEngagement * 40));
+    return Math.min(100, Math.round(emotionalRate * 70 + ratingEngagement * 30));
   }
 
+  // Long books + series reading + in-progress commitment
   private calculatePatienceScore(books: Book[]): number {
     const longBooks = books.filter(book =>
       book.metadata?.pageCount && book.metadata.pageCount > 500
@@ -380,64 +344,41 @@ export class ReadingDNAChartComponent implements OnInit, OnDestroy {
       book.metadata?.seriesName && book.metadata?.seriesNumber
     );
 
-    const progressBooks = books.filter(book => {
-      const progress = Math.max(
-        book.epubProgress?.percentage || 0,
-        book.pdfProgress?.percentage || 0,
-        book.cbxProgress?.percentage || 0,
-        book.koreaderProgress?.percentage || 0,
-        book.koboProgress?.percentage || 0
-      );
-      return progress > 50;
-    });
+    const progressBooks = books.filter(book => this.getBookProgress(book) > 50);
 
     const longBookRate = longBooks.length / books.length;
     const seriesRate = seriesBooks.length / books.length;
     const progressRate = progressBooks.length / books.length;
 
-    return Math.min(100, (longBookRate * 40) + (seriesRate * 35) + (progressRate * 25));
+    return Math.min(100, Math.round(longBookRate * 40 + seriesRate * 35 + progressRate * 25));
   }
 
+  // Popular/mainstream genre proportion + high review counts
   private calculateSocialScore(books: Book[]): number {
-    const popularBooks = books.filter(book => {
-      const metadata = book.metadata;
-      if (!metadata) return false;
-      return (metadata.goodreadsReviewCount && metadata.goodreadsReviewCount > 1000) ||
-        (metadata.amazonReviewCount && metadata.amazonReviewCount > 500);
-    });
-
     const mainstreamGenres = [
-      'thriller', 'mystery', 'romance', 'fantasy', 'science fiction',
-      'horror', 'adventure', 'bestseller', 'contemporary', 'popular',
-      'crime', 'detective', 'suspense', 'action', 'espionage',
-      'spy', 'police procedural', 'cozy mystery', 'psychological thriller',
-      'domestic thriller', 'legal thriller', 'medical thriller',
-      'urban fantasy', 'paranormal', 'supernatural', 'magic',
-      'dystopian', 'post-apocalyptic', 'cyberpunk', 'space opera',
-      'military science fiction', 'hard science fiction', 'steampunk',
-      'alternate history', 'time travel', 'vampire', 'werewolf',
-      'zombie', 'ghost', 'gothic', 'dark fantasy', 'epic fantasy',
-      'sword and sorcery', 'high fantasy', 'historical romance',
-      'regency romance', 'western', 'sports', 'celebrity',
-      'entertainment', 'pop culture', 'reality tv', 'social media',
-      'true crime', 'celebrity biography', 'gossip', 'lifestyle',
-      'fashion', 'beauty', 'cooking', 'travel', 'humor',
-      'comedy', 'satire', 'graphic novel', 'manga', 'comic'
+      'thriller', 'mystery', 'crime', 'suspense', 'horror',
+      'fantasy', 'science fiction', 'adventure', 'true crime',
+      'humor', 'graphic novel', 'manga', 'comic'
     ];
 
-    const mainstreamBooks = books.filter(book => {
-      if (!book.metadata?.categories) return false;
-      return book.metadata.categories.some(cat =>
-        mainstreamGenres.some(genre => cat.toLowerCase().includes(genre))
-      );
+    const mainstreamBooks = books.filter(book =>
+      this.bookMatchesGenres(book, mainstreamGenres)
+    );
+
+    const popularBooks = books.filter(book => {
+      const m = book.metadata;
+      if (!m) return false;
+      return (m.goodreadsReviewCount && m.goodreadsReviewCount > 10000) ||
+        (m.amazonReviewCount && m.amazonReviewCount > 2000);
     });
 
-    const popularRate = popularBooks.length / books.length;
     const mainstreamRate = mainstreamBooks.length / books.length;
+    const popularRate = popularBooks.length / books.length;
 
-    return Math.min(100, (popularRate * 50) + (mainstreamRate * 50));
+    return Math.min(100, Math.round(mainstreamRate * 50 + popularRate * 50));
   }
 
+  // Old publication dates + classic genre proportion
   private calculateNostalgicScore(books: Book[]): number {
     const currentYear = new Date().getFullYear();
     const classicThreshold = currentYear - 30;
@@ -445,37 +386,28 @@ export class ReadingDNAChartComponent implements OnInit, OnDestroy {
     const oldBooks = books.filter(book => {
       if (!book.metadata?.publishedDate) return false;
       const pubYear = new Date(book.metadata.publishedDate).getFullYear();
-      return pubYear < classicThreshold;
+      return pubYear > 0 && pubYear < classicThreshold;
     });
 
     const classicGenres = [
-      'classic', 'literature', 'historical', 'vintage', 'traditional',
-      'heritage', 'timeless', 'canonical', 'masterpiece', 'landmark',
-      'seminal', 'influential', 'groundbreaking', 'pioneering',
-      'classical literature', 'world literature', 'nobel prize',
-      'pulitzer prize', 'booker prize', 'national book award',
-      'literary fiction', 'modernist', 'post-modernist', 'realist',
-      'naturalist', 'romantic', 'victorian', 'edwardian',
-      'renaissance', 'enlightenment', 'ancient', 'medieval',
-      'colonial', 'antebellum', 'gilded age', 'jazz age',
-      'lost generation', 'beat generation', 'harlem renaissance',
-      'golden age', 'silver age', 'folk tales', 'fairy tales',
-      'mythology', 'legends', 'folklore', 'oral tradition',
-      'epic poetry', 'sonnets', 'ballads', 'odes',
-      'dramatic works', 'shakespearean', 'greek tragedy',
-      'roman literature', 'biblical', 'religious classics',
-      'philosophical classics', 'historical classics'
+      'classic', 'mythology', 'folklore', 'fairy tale',
+      'ancient', 'medieval', 'victorian', 'gothic'
     ];
 
+    const classicBooks = books.filter(book =>
+      this.bookMatchesGenres(book, classicGenres)
+    );
+
     const oldBookRate = oldBooks.length / books.length;
-    const classicRate = classicGenres.length / books.length;
+    const classicRate = classicBooks.length / books.length;
 
-    return Math.min(100, (oldBookRate * 60) + (classicRate * 40));
+    return Math.min(100, Math.round(oldBookRate * 60 + classicRate * 40));
   }
 
+  // Library volume + challenging book proportion + completion of challenging books
   private calculateAmbitiousScore(books: Book[]): number {
-    const totalBooks = books.length;
-    const volumeScore = Math.min(40, totalBooks * 2);
+    // Need ~100 books to max out the volume component
+    const volumeScore = Math.min(40, books.length * 0.4);
 
     const challengingBooks = books.filter(book =>
       book.metadata?.pageCount && book.metadata.pageCount > 600
@@ -489,75 +421,95 @@ export class ReadingDNAChartComponent implements OnInit, OnDestroy {
     const completionRate = challengingBooks.length > 0 ?
       completedChallenging.length / challengingBooks.length : 0;
 
-    const challengingScore = challengingRate * 35;
-    const completionBonus = completionRate * 25;
+    return Math.min(100, Math.round(volumeScore + challengingRate * 35 + completionRate * 25));
+  }
 
-    return Math.min(100, volumeScore + challengingScore + completionBonus);
+  private bookMatchesGenres(book: Book, genres: string[]): boolean {
+    if (!book.metadata?.categories) return false;
+    return book.metadata.categories.some(cat =>
+      genres.some(genre => cat.toLowerCase().includes(genre))
+    );
   }
 
-  private getDefaultProfile(): ReadingDNAProfile {
-    return {
-      adventurous: 50,
-      perfectionist: 50,
-      intellectual: 50,
-      emotional: 50,
-      patient: 50,
-      social: 50,
-      nostalgic: 50,
-      ambitious: 50
+  private getBookProgress(book: Book): number {
+    return Math.max(
+      book.epubProgress?.percentage || 0,
+      book.pdfProgress?.percentage || 0,
+      book.cbxProgress?.percentage || 0,
+      book.koreaderProgress?.percentage || 0,
+      book.koboProgress?.percentage || 0
+    );
+  }
+
+  private getTraitDescription(trait: string, score: number): string {
+    const descriptions: Record<string, [string, string, string]> = {
+      'Adventurous': [
+        'You tend to stick to familiar genres and formats',
+        'You enjoy a healthy mix of genres and styles',
+        'You explore a wide variety of genres, languages, and formats'
+      ],
+      'Perfectionist': [
+        'You keep many books in progress or unfinished',
+        'You finish most books and favor quality reads',
+        'You almost always finish what you start and seek top-rated books'
+      ],
+      'Intellectual': [
+        'Your reading leans toward lighter subjects',
+        'You balance entertainment with educational reading',
+        'You gravitate heavily toward non-fiction and scholarly material'
+      ],
+      'Emotional': [
+        'You tend toward plot-driven or factual reading',
+        'You enjoy a mix of emotional and analytical reads',
+        'You connect deeply with memoirs, poetry, and emotionally rich stories'
+      ],
+      'Patient': [
+        'You prefer shorter, quicker reads',
+        'You occasionally tackle longer works and series',
+        'You regularly take on epic novels and multi-book series'
+      ],
+      'Social': [
+        'You prefer niche or lesser-known titles',
+        'You read a mix of popular and niche titles',
+        'Your library is packed with bestsellers and widely-discussed books'
+      ],
+      'Nostalgic': [
+        'You mostly read contemporary publications',
+        'You appreciate a mix of classic and modern works',
+        'You have a deep love for classic literature and older works'
+      ],
+      'Ambitious': [
+        'You read at a casual pace with shorter books',
+        'You maintain a solid reading volume with some challenging picks',
+        'You push yourself with large volumes of challenging, lengthy books'
+      ]
     };
+
+    const levels = descriptions[trait];
+    if (!levels) return '';
+
+    if (score < 33) return levels[0];
+    if (score < 67) return levels[1];
+    return levels[2];
   }
 
-  private convertToPersonalityInsights(profile: ReadingDNAProfile): PersonalityInsight[] {
-    return [
-      {
-        trait: 'Adventurous',
-        score: profile.adventurous,
-        description: 'You explore diverse genres and experimental content',
-        color: '#e91e63'
-      },
-      {
-        trait: 'Perfectionist',
-        score: profile.perfectionist,
-        description: 'You prefer high-quality books and finish what you start',
-        color: '#2196f3'
-      },
-      {
-        trait: 'Intellectual',
-        score: profile.intellectual,
-        description: 'You gravitate toward complex, educational material',
-        color: '#00bcd4'
-      },
-      {
-        trait: 'Emotional',
-        score: profile.emotional,
-        description: 'You connect emotionally with fiction and personal stories',
-        color: '#ff9800'
-      },
-      {
-        trait: 'Patient',
-        score: profile.patient,
-        description: 'You tackle long books and complete series',
-        color: '#9c27b0'
-      },
-      {
-        trait: 'Social',
-        score: profile.social,
-        description: 'You enjoy popular, widely-discussed books',
-        color: '#3f51b5'
-      },
-      {
-        trait: 'Nostalgic',
-        score: profile.nostalgic,
-        description: 'You appreciate classic literature and older works',
-        color: '#673ab7'
-      },
-      {
-        trait: 'Ambitious',
-        score: profile.ambitious,
-        description: 'You challenge yourself with volume and difficulty',
-        color: '#009688'
-      }
+  private buildPersonalityInsights(profile: ReadingDNAProfile): PersonalityInsight[] {
+    const traits: { key: keyof ReadingDNAProfile; trait: string; color: string }[] = [
+      {key: 'adventurous', trait: 'Adventurous', color: '#e91e63'},
+      {key: 'perfectionist', trait: 'Perfectionist', color: '#2196f3'},
+      {key: 'intellectual', trait: 'Intellectual', color: '#00bcd4'},
+      {key: 'emotional', trait: 'Emotional', color: '#ff9800'},
+      {key: 'patient', trait: 'Patient', color: '#9c27b0'},
+      {key: 'social', trait: 'Social', color: '#3f51b5'},
+      {key: 'nostalgic', trait: 'Nostalgic', color: '#673ab7'},
+      {key: 'ambitious', trait: 'Ambitious', color: '#009688'}
     ];
+
+    return traits.map(({key, trait, color}) => ({
+      trait,
+      score: profile[key],
+      description: this.getTraitDescription(trait, profile[key]),
+      color
+    }));
   }
 }
diff --git a/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-habits-chart/reading-habits-chart.component.html b/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-habits-chart/reading-habits-chart.component.html
index 9b60e17e1d..57e9d9c98c 100644
--- a/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-habits-chart/reading-habits-chart.component.html
+++ b/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-habits-chart/reading-habits-chart.component.html
@@ -4,8 +4,13 @@
       <h3>
         <i class="pi pi-chart-line reading-habits-icon"></i>
         Reading Habits Analysis
+        <i class="pi pi-question-circle chart-info-icon"
+           pTooltip="A radar chart analyzing your reading behavior across 8 dimensions. Consistency measures regularity of completions over time. Completionism tracks finish vs. abandonment rate. Methodology checks if you read series in order. Scores are derived from your reading activity, dates, and progress data."
+           tooltipPosition="bottom"
+           tooltipStyleClass="chart-info-tooltip"
+           [appendTo]="'body'"></i>
       </h3>
-      <p class="chart-description">Your behavioral reading patterns across 8 key dimensions</p>
+      <p class="chart-description">Your behavioral reading patterns across 8 dimensions</p>
     </div>
   </div>
   <div class="chart-wrapper">
diff --git a/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-habits-chart/reading-habits-chart.component.ts b/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-habits-chart/reading-habits-chart.component.ts
index 57fc60ebcc..108d2d4866 100644
--- a/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-habits-chart/reading-habits-chart.component.ts
+++ b/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-habits-chart/reading-habits-chart.component.ts
@@ -4,6 +4,7 @@ import {BaseChartDirective} from 'ng2-charts';
 import {BehaviorSubject, EMPTY, Observable, Subject} from 'rxjs';
 import {catchError, filter, first, takeUntil} from 'rxjs/operators';
 import {ChartConfiguration, ChartData} from 'chart.js';
+import {Tooltip} from 'primeng/tooltip';
 import {BookService} from '../../../../../book/service/book.service';
 import {BookState} from '../../../../../book/model/state/book-state.model';
 import {Book, ReadStatus} from '../../../../../book/model/book.model';
@@ -31,7 +32,7 @@ type ReadingHabitsChartData = ChartData<'radar', number[], string>;
 @Component({
   selector: 'app-reading-habits-chart',
   standalone: true,
-  imports: [CommonModule, BaseChartDirective],
+  imports: [CommonModule, BaseChartDirective, Tooltip],
   templateUrl: './reading-habits-chart.component.html',
   styleUrls: ['./reading-habits-chart.component.scss']
 })
@@ -117,7 +118,7 @@ export class ReadingHabitsChartComponent implements OnInit, OnDestroy {
             const insight = this.habitInsights.find(i => i.habit === context.label);
 
             return [
-              `Score: ${score.toFixed(1)}/100`,
+              `Score: ${score}/100`,
               '',
               insight ? insight.description : 'Your reading habit pattern'
             ];
@@ -177,56 +178,49 @@ export class ReadingHabitsChartComponent implements OnInit, OnDestroy {
   }
 
   private updateChartData(profile: ReadingHabitsProfile | null): void {
-    try {
-      if (!profile) {
-        this.chartDataSubject.next({
-          labels: [],
-          datasets: []
-        });
-        this.habitInsights = [];
-        return;
-      }
+    if (!profile) {
+      this.chartDataSubject.next({labels: [], datasets: []});
+      this.habitInsights = [];
+      return;
+    }
 
-      const data = [
-        profile.consistency,
-        profile.multitasking,
-        profile.completionism,
-        profile.exploration,
-        profile.organization,
-        profile.intensity,
-        profile.methodology,
-        profile.momentum
-      ];
-
-      const habitColors = [
-        '#9c27b0', '#e91e63', '#ff5722', '#ff9800',
-        '#ffc107', '#4caf50', '#2196f3', '#673ab7'
-      ];
-
-      this.chartDataSubject.next({
-        labels: [
-          'Consistency', 'Multitasking', 'Completionism', 'Exploration',
-          'Organization', 'Intensity', 'Methodology', 'Momentum'
-        ],
-        datasets: [{
-          label: 'Reading Habits Profile',
-          data,
-          backgroundColor: 'rgba(156, 39, 176, 0.2)',
-          borderColor: '#9c27b0',
-          borderWidth: 3,
-          pointBackgroundColor: habitColors,
-          pointBorderColor: '#ffffff',
-          pointBorderWidth: 3,
-          pointRadius: 5,
-          pointHoverRadius: 8,
-          fill: true
-        }]
-      });
+    const data = [
+      profile.consistency,
+      profile.multitasking,
+      profile.completionism,
+      profile.exploration,
+      profile.organization,
+      profile.intensity,
+      profile.methodology,
+      profile.momentum
+    ];
 
-      this.habitInsights = this.convertToHabitInsights(profile);
-    } catch (error) {
-      console.error('Error updating reading habits chart data:', error);
-    }
+    const habitColors = [
+      '#9c27b0', '#e91e63', '#ff5722', '#ff9800',
+      '#ffc107', '#4caf50', '#2196f3', '#673ab7'
+    ];
+
+    this.chartDataSubject.next({
+      labels: [
+        'Consistency', 'Multitasking', 'Completionism', 'Exploration',
+        'Organization', 'Intensity', 'Methodology', 'Momentum'
+      ],
+      datasets: [{
+        label: 'Reading Habits Profile',
+        data,
+        backgroundColor: 'rgba(156, 39, 176, 0.2)',
+        borderColor: '#9c27b0',
+        borderWidth: 3,
+        pointBackgroundColor: habitColors,
+        pointBorderColor: '#ffffff',
+        pointBorderWidth: 3,
+        pointRadius: 5,
+        pointHoverRadius: 8,
+        fill: true
+      }]
+    });
+
+    this.habitInsights = this.buildHabitInsights(profile);
   }
 
   private calculateReadingHabitsData(): ReadingHabitsProfile | null {
@@ -251,9 +245,9 @@ export class ReadingHabitsChartComponent implements OnInit, OnDestroy {
     );
   }
 
-  private analyzeReadingHabits(books: Book[]): ReadingHabitsProfile {
+  private analyzeReadingHabits(books: Book[]): ReadingHabitsProfile | null {
     if (books.length === 0) {
-      return this.getDefaultProfile();
+      return null;
     }
 
     return {
@@ -268,321 +262,322 @@ export class ReadingHabitsChartComponent implements OnInit, OnDestroy {
     };
   }
 
+  // Regularity of reading over time (coefficient of variation of gaps between completions)
   private calculateConsistencyScore(books: Book[]): number {
-    const booksWithDates = books.filter(book => book.dateFinished || book.addedOn);
-    if (booksWithDates.length === 0) return 30;
+    const completedBooks = books
+      .filter(book => book.readStatus === ReadStatus.READ && book.dateFinished)
+      .sort((a, b) => new Date(a.dateFinished!).getTime() - new Date(b.dateFinished!).getTime());
 
-    const completedBooks = books.filter(book => book.readStatus === ReadStatus.READ && book.dateFinished);
-    if (completedBooks.length < 2) return 25;
+    if (completedBooks.length < 3) {
+      return Math.min(20, completedBooks.length * 10);
+    }
 
-    let consistencyScore = 50;
+    const dates = completedBooks.map(b => new Date(b.dateFinished!).getTime());
+    const gaps: number[] = [];
+    for (let i = 1; i < dates.length; i++) {
+      gaps.push((dates[i] - dates[i - 1]) / (1000 * 60 * 60 * 24));
+    }
 
-    const inProgress = books.filter(book =>
-      book.readStatus === ReadStatus.READING || book.readStatus === ReadStatus.RE_READING
-    );
-    const progressRate = inProgress.length / books.length;
-    consistencyScore += progressRate * 30;
+    const meanGap = gaps.reduce((a, b) => a + b, 0) / gaps.length;
+    if (meanGap === 0) return 50; // all finished same day — likely bulk import
 
-    const sortedByCompletion = completedBooks
-      .sort((a, b) => new Date(a.dateFinished!).getTime() - new Date(b.dateFinished!).getTime());
+    const variance = gaps.reduce((sum, g) => sum + Math.pow(g - meanGap, 2), 0) / gaps.length;
+    const stdDev = Math.sqrt(variance);
+    const cv = stdDev / meanGap; // coefficient of variation: < 0.5 = very regular, > 2 = very irregular
 
-    if (sortedByCompletion.length >= 3) {
-      consistencyScore += 20;
-    }
+    const regularityScore = Math.max(0, Math.min(70, (1 - cv / 2) * 70));
+    const volumeBonus = Math.min(30, completedBooks.length * 1.5);
 
-    return Math.min(100, consistencyScore);
+    return Math.min(100, Math.round(regularityScore + volumeBonus));
   }
 
+  // How many books are being read simultaneously
   private calculateMultitaskingScore(books: Book[]): number {
-    // ...existing code from service...
-    const currentlyReading = books.filter(book => book.readStatus === ReadStatus.READING);
-    const reReading = books.filter(book => book.readStatus === ReadStatus.RE_READING);
-    const activeBooks = currentlyReading.length + reReading.length;
-
-    const booksWithProgress = books.filter(book => {
-      const progress = Math.max(
-        book.epubProgress?.percentage || 0,
-        book.pdfProgress?.percentage || 0,
-        book.cbxProgress?.percentage || 0,
-        book.koreaderProgress?.percentage || 0,
-        book.koboProgress?.percentage || 0
-      );
-      return progress > 0 && progress < 100;
-    });
+    const activeBooks = books.filter(book =>
+      book.readStatus === ReadStatus.READING || book.readStatus === ReadStatus.RE_READING
+    ).length;
+
+    // 1 active = 10, 2 = 30, 3 = 50, 4 = 65, 5+ = 75+
+    const activeScore = Math.min(75, activeBooks <= 1 ? activeBooks * 10 : 10 + (activeBooks - 1) * 20);
 
-    const multitaskingScore = Math.min(60, activeBooks * 15);
-    const progressScore = Math.min(40, (booksWithProgress.length / books.length) * 80);
+    // Partial-progress books (started but not currently reading or finished)
+    const partialBooks = books.filter(book => {
+      if (book.readStatus === ReadStatus.READING || book.readStatus === ReadStatus.RE_READING) return false;
+      if (book.readStatus === ReadStatus.READ) return false;
+      const progress = this.getBookProgress(book);
+      return progress > 10 && progress < 90;
+    });
+    const partialScore = Math.min(25, partialBooks.length * 5);
 
-    return Math.min(100, multitaskingScore + progressScore);
+    return Math.min(100, Math.round(activeScore + partialScore));
   }
 
+  // Completion rate vs abandonment among started books
   private calculateCompletionismScore(books: Book[]): number {
-    // ...existing code from service...
-    const completed = books.filter(book => book.readStatus === ReadStatus.READ);
-    const abandoned = books.filter(book => book.readStatus === ReadStatus.ABANDONED);
-    const unfinished = books.filter(book => book.readStatus === ReadStatus.UNREAD || book.readStatus === ReadStatus.UNSET);
+    const started = books.filter(b =>
+      b.readStatus === ReadStatus.READ ||
+      b.readStatus === ReadStatus.ABANDONED ||
+      b.readStatus === ReadStatus.READING ||
+      b.readStatus === ReadStatus.RE_READING ||
+      this.getBookProgress(b) > 0
+    );
+
+    if (started.length === 0) return 0;
 
-    const completionRate = completed.length / (books.length - unfinished.length);
-    const abandonmentRate = abandoned.length / books.length;
+    const completed = books.filter(b => b.readStatus === ReadStatus.READ);
+    const abandoned = books.filter(b => b.readStatus === ReadStatus.ABANDONED);
 
-    const completionScore = completionRate * 70;
-    const abandonmentPenalty = abandonmentRate * 30;
+    const completionRate = completed.length / started.length;
+    const abandonmentRate = abandoned.length / started.length;
 
-    return Math.max(0, Math.min(100, completionScore - abandonmentPenalty + 30));
+    const completionScore = completionRate * 75;
+    const loyaltyScore = (1 - abandonmentRate) * 25;
+
+    return Math.min(100, Math.round(completionScore + loyaltyScore));
   }
 
+  // Author diversity relative to library size + publication era spread + languages
   private calculateExplorationScore(books: Book[]): number {
-    // ...existing code from service...
     const authors = new Set<string>();
-    const authorCounts = new Map<string, number>();
-
     books.forEach(book => {
-      book.metadata?.authors?.forEach(author => {
-        const authorName = author.toLowerCase();
-        authors.add(authorName);
-        authorCounts.set(authorName, (authorCounts.get(authorName) || 0) + 1);
-      });
+      book.metadata?.authors?.forEach(a => authors.add(a.toLowerCase()));
     });
 
-    const authorDiversityScore = Math.min(50, authors.size * 2);
-    const maxBooksPerAuthor = Math.max(...Array.from(authorCounts.values()));
-    const concentrationPenalty = Math.max(0, (maxBooksPerAuthor - 3) * 5);
+    // Unique authors relative to book count (1:1 ratio = max diversity)
+    const authorRatio = authors.size / Math.max(1, books.length);
+    const diversityScore = Math.min(60, authorRatio * 60);
 
-    const years = new Set<number>();
+    // Publication era spread
+    const years: number[] = [];
     books.forEach(book => {
       if (book.metadata?.publishedDate) {
-        years.add(new Date(book.metadata.publishedDate).getFullYear());
+        const year = new Date(book.metadata.publishedDate).getFullYear();
+        if (year > 0) years.push(year);
       }
     });
-    const temporalScore = Math.min(30, years.size * 2);
+    let temporalScore = 0;
+    if (years.length >= 2) {
+      const yearSpread = Math.max(...years) - Math.min(...years);
+      temporalScore = Math.min(25, yearSpread * 0.5);
+    }
 
+    // Language variety
     const languages = new Set<string>();
     books.forEach(book => {
       if (book.metadata?.language) languages.add(book.metadata.language);
     });
-    const languageScore = Math.min(20, (languages.size - 1) * 10);
+    const languageScore = Math.min(15, Math.max(0, languages.size - 1) * 7.5);
 
-    return Math.max(10, Math.min(100, authorDiversityScore + temporalScore + languageScore - concentrationPenalty));
+    return Math.min(100, Math.round(diversityScore + temporalScore + languageScore));
   }
 
+  // Library curation: rating discipline + read status management + series tracking
   private calculateOrganizationScore(books: Book[]): number {
-    // ...existing code from service...
-    const seriesBooks = books.filter(book => book.metadata?.seriesName && book.metadata?.seriesNumber);
-    const seriesScore = (seriesBooks.length / books.length) * 40;
-
-    const wellOrganizedBooks = books.filter(book => {
-      const metadata = book.metadata;
-      if (!metadata) return false;
-
-      const hasBasicInfo = metadata.title && metadata.authors && metadata.authors.length > 0;
-      const hasDetailedInfo = metadata.publishedDate || metadata.publisher || metadata.isbn10;
-      const hasCategories = metadata.categories && metadata.categories.length > 0;
-
-      return hasBasicInfo && (hasDetailedInfo || hasCategories);
-    });
-
-    const metadataScore = (wellOrganizedBooks.length / books.length) * 35;
-
-    const ratedBooks = books.filter(book => book.personalRating);
-    const ratingScore = (ratedBooks.length / books.length) * 25;
-
-    return Math.min(100, seriesScore + metadataScore + ratingScore);
+    // Rating discipline: % of completed books with personal ratings
+    const completedBooks = books.filter(b => b.readStatus === ReadStatus.READ);
+    const ratedCompleted = completedBooks.filter(b => b.personalRating);
+    const ratingRate = completedBooks.length > 0 ? ratedCompleted.length / completedBooks.length : 0;
+    const ratingScore = ratingRate * 40;
+
+    // Read status discipline: % of books with a status set (not UNSET)
+    const statusSet = books.filter(b => b.readStatus && b.readStatus !== ReadStatus.UNSET);
+    const statusRate = statusSet.length / books.length;
+    const statusScore = statusRate * 35;
+
+    // Series tracking: % of series books with series numbers
+    const seriesBooks = books.filter(b => b.metadata?.seriesName);
+    const numberedSeries = seriesBooks.filter(b => b.metadata?.seriesNumber);
+    const seriesRate = seriesBooks.length > 0 ? numberedSeries.length / seriesBooks.length : 1;
+    const seriesScore = seriesRate * 25;
+
+    return Math.min(100, Math.round(ratingScore + statusScore + seriesScore));
   }
 
+  // Average book length + deep reading progress
   private calculateIntensityScore(books: Book[]): number {
-    // ...existing code from service...
-    const booksWithPages = books.filter(book => book.metadata?.pageCount && book.metadata.pageCount > 0);
-    if (booksWithPages.length === 0) return 40;
-
-    const averagePages = booksWithPages.reduce((sum, book) => sum + (book.metadata?.pageCount || 0), 0) / booksWithPages.length;
-    const intensityFromLength = Math.min(50, averagePages / 8);
-
-    const highProgressBooks = books.filter(book => {
-      const progress = Math.max(
-        book.epubProgress?.percentage || 0,
-        book.pdfProgress?.percentage || 0,
-        book.cbxProgress?.percentage || 0,
-        book.koreaderProgress?.percentage || 0
-      );
-      return progress > 75;
-    });
+    const booksWithPages = books.filter(b => b.metadata?.pageCount && b.metadata.pageCount > 0);
+    if (booksWithPages.length === 0) return 0;
 
-    const progressScore = (highProgressBooks.length / books.length) * 30;
+    const avgPages = booksWithPages.reduce((sum, b) => sum + (b.metadata?.pageCount || 0), 0) / booksWithPages.length;
+    // 200 avg = 20, 400 avg = 40, 600+ avg = 60
+    const lengthScore = Math.min(60, avgPages / 10);
 
-    const completedSeriesBooks = books.filter(book =>
-      book.metadata?.seriesName && book.readStatus === ReadStatus.READ
-    );
-    const seriesIntensityScore = (completedSeriesBooks.length / books.length) * 20;
+    // Books read past 75% progress
+    const deepReaders = books.filter(b => this.getBookProgress(b) > 75);
+    const progressScore = books.length > 0 ? Math.min(40, (deepReaders.length / books.length) * 40) : 0;
 
-    return Math.min(100, intensityFromLength + progressScore + seriesIntensityScore);
+    return Math.min(100, Math.round(lengthScore + progressScore));
   }
 
+  // Reading series in order + deep author dives + focused genre reading
   private calculateMethodologyScore(books: Book[]): number {
-    // ...existing code from service...
-    const seriesBooks = books.filter(book => book.metadata?.seriesName);
+    // Series order discipline
+    const seriesBooks = books.filter(b => b.metadata?.seriesName && b.metadata?.seriesNumber);
     const seriesGroups = new Map<string, Book[]>();
-
     seriesBooks.forEach(book => {
-      const seriesName = book.metadata!.seriesName!.toLowerCase();
-      if (!seriesGroups.has(seriesName)) {
-        seriesGroups.set(seriesName, []);
-      }
-      seriesGroups.get(seriesName)!.push(book);
+      const name = book.metadata!.seriesName!.toLowerCase();
+      if (!seriesGroups.has(name)) seriesGroups.set(name, []);
+      seriesGroups.get(name)!.push(book);
     });
 
-    let systematicSeriesScore = 0;
-    seriesGroups.forEach(books => {
-      if (books.length > 1) {
-        const orderedBooks = books.filter(book => book.metadata?.seriesNumber).sort((a, b) =>
-          (a.metadata?.seriesNumber || 0) - (b.metadata?.seriesNumber || 0)
-        );
-        if (orderedBooks.length >= 2) {
-          systematicSeriesScore += 20;
-        }
-      }
-    });
+    let orderedSeries = 0;
+    let totalMultiBookSeries = 0;
+    seriesGroups.forEach(group => {
+      if (group.length < 2) return;
+      totalMultiBookSeries++;
 
-    const authorBooks = new Map<string, Book[]>();
-    books.forEach(book => {
-      book.metadata?.authors?.forEach(author => {
-        const authorName = author.toLowerCase();
-        if (!authorBooks.has(authorName)) {
-          authorBooks.set(authorName, []);
-        }
-        authorBooks.get(authorName)!.push(book);
+      const sorted = [...group].sort((a, b) =>
+        (a.metadata?.seriesNumber || 0) - (b.metadata?.seriesNumber || 0)
+      );
+
+      // Check if completion dates follow series number order
+      const datesInOrder = sorted.every((book, i) => {
+        if (i === 0) return true;
+        if (!book.dateFinished || !sorted[i - 1].dateFinished) return true;
+        return new Date(book.dateFinished) >= new Date(sorted[i - 1].dateFinished!);
       });
+
+      if (datesInOrder) orderedSeries++;
     });
 
-    const systematicAuthors = Array.from(authorBooks.values()).filter(books => books.length >= 2).length;
-    const authorMethodologyScore = Math.min(30, systematicAuthors * 5);
+    const orderScore = totalMultiBookSeries > 0
+      ? (orderedSeries / totalMultiBookSeries) * 50
+      : 25;
 
-    const categoryBooks = new Map<string, number>();
+    // Deep author dives (3+ books by same author)
+    const authorCounts = new Map<string, number>();
     books.forEach(book => {
-      book.metadata?.categories?.forEach(category => {
-        const cat = category.toLowerCase();
-        categoryBooks.set(cat, (categoryBooks.get(cat) || 0) + 1);
+      book.metadata?.authors?.forEach(a => {
+        const name = a.toLowerCase();
+        authorCounts.set(name, (authorCounts.get(name) || 0) + 1);
       });
     });
+    const deepDiveAuthors = Array.from(authorCounts.values()).filter(c => c >= 3).length;
+    const authorDepthScore = Math.min(30, deepDiveAuthors * 10);
 
-    const majorCategories = Array.from(categoryBooks.values()).filter(count => count >= 3).length;
-    const categoryMethodologyScore = Math.min(25, majorCategories * 8);
-
-    const baseMethodologyScore = books.length >= 10 ? 15 : Math.max(5, books.length);
+    // Focused genre reading (5+ books in a genre)
+    const genreCounts = new Map<string, number>();
+    books.forEach(book => {
+      book.metadata?.categories?.forEach(cat => {
+        genreCounts.set(cat.toLowerCase(), (genreCounts.get(cat.toLowerCase()) || 0) + 1);
+      });
+    });
+    const focusedGenres = Array.from(genreCounts.values()).filter(c => c >= 5).length;
+    const genreDepthScore = Math.min(20, focusedGenres * 5);
 
-    return Math.min(100, systematicSeriesScore + authorMethodologyScore + categoryMethodologyScore + baseMethodologyScore);
+    return Math.min(100, Math.round(orderScore + authorDepthScore + genreDepthScore));
   }
 
+  // Recent reading activity + currently reading + acceleration
   private calculateMomentumScore(books: Book[]): number {
-    // ...existing code from service...
-    const completedBooks = books.filter(book => book.readStatus === ReadStatus.READ && book.dateFinished);
-
-    if (completedBooks.length === 0) {
-      const activeBooks = books.filter(book =>
-        book.readStatus === ReadStatus.READING || book.readStatus === ReadStatus.RE_READING
-      );
-      return Math.min(40, activeBooks.length * 10);
-    }
-
-    const sortedBooks = completedBooks.sort((a, b) =>
-      new Date(a.dateFinished!).getTime() - new Date(b.dateFinished!).getTime()
-    );
-
-    let momentumScore = 20;
-
-    const sixMonthsAgo = new Date();
+    const now = new Date();
+    const threeMonthsAgo = new Date(now);
+    threeMonthsAgo.setMonth(threeMonthsAgo.getMonth() - 3);
+    const sixMonthsAgo = new Date(now);
     sixMonthsAgo.setMonth(sixMonthsAgo.getMonth() - 6);
 
-    const recentCompletions = sortedBooks.filter(book =>
-      new Date(book.dateFinished!) > sixMonthsAgo
+    // Recent completions (last 6 months): ~1 per month = ~45pts
+    const recentCompletions = books.filter(b =>
+      b.readStatus === ReadStatus.READ && b.dateFinished &&
+      new Date(b.dateFinished) > sixMonthsAgo
     );
+    const recentScore = Math.min(45, recentCompletions.length * 7.5);
 
-    momentumScore += Math.min(40, recentCompletions.length * 5);
-
-    const currentlyReading = books.filter(book =>
-      book.readStatus === ReadStatus.READING || book.readStatus === ReadStatus.RE_READING
+    // Currently reading
+    const activeBooks = books.filter(b =>
+      b.readStatus === ReadStatus.READING || b.readStatus === ReadStatus.RE_READING
     );
+    const activeScore = Math.min(30, activeBooks.length * 10);
 
-    momentumScore += Math.min(25, currentlyReading.length * 8);
-
-    const highProgressBooks = books.filter(book => {
-      const progress = Math.max(
-        book.epubProgress?.percentage || 0,
-        book.pdfProgress?.percentage || 0,
-        book.cbxProgress?.percentage || 0,
-        book.koreaderProgress?.percentage || 0
-      );
-      return progress > 50 && progress < 100;
+    // Almost-done books (>70% progress, not yet finished)
+    const almostDone = books.filter(b => {
+      const p = this.getBookProgress(b);
+      return p > 70 && p < 100 && b.readStatus !== ReadStatus.READ;
     });
+    const progressScore = Math.min(25, almostDone.length * 8);
 
-    momentumScore += Math.min(15, highProgressBooks.length * 3);
+    return Math.min(100, Math.round(recentScore + activeScore + progressScore));
+  }
 
-    return Math.min(100, momentumScore);
+  private getBookProgress(book: Book): number {
+    return Math.max(
+      book.epubProgress?.percentage || 0,
+      book.pdfProgress?.percentage || 0,
+      book.cbxProgress?.percentage || 0,
+      book.koreaderProgress?.percentage || 0,
+      book.koboProgress?.percentage || 0
+    );
   }
 
-  private getDefaultProfile(): ReadingHabitsProfile {
-    return {
-      consistency: 40,
-      multitasking: 30,
-      completionism: 50,
-      exploration: 45,
-      organization: 35,
-      intensity: 40,
-      methodology: 35,
-      momentum: 30
+  private getHabitDescription(habit: string, score: number): string {
+    const descriptions: Record<string, [string, string, string]> = {
+      'Consistency': [
+        'Your reading is sporadic with long gaps between books',
+        'You read at a fairly regular pace throughout the year',
+        'You maintain a very steady, disciplined reading rhythm'
+      ],
+      'Multitasking': [
+        'You prefer focusing on one book at a time',
+        'You occasionally juggle a couple of books at once',
+        'You regularly read multiple books simultaneously'
+      ],
+      'Completionism': [
+        'You often set books aside before finishing them',
+        'You finish most books you start, with a few exceptions',
+        'You almost never abandon a book once you start it'
+      ],
+      'Exploration': [
+        'You tend to revisit favorite authors and familiar territory',
+        'You balance familiar authors with occasional new discoveries',
+        'You actively seek out new authors, eras, and languages'
+      ],
+      'Organization': [
+        'Your library could use more rating and status tracking',
+        'You keep your library reasonably well curated',
+        'You diligently rate, categorize, and track every book'
+      ],
+      'Intensity': [
+        'You lean toward shorter, lighter reads',
+        'You read a mix of short and longer books',
+        'You consistently tackle lengthy, immersive books'
+      ],
+      'Methodology': [
+        'You pick books spontaneously without a system',
+        'You show some methodical patterns in your reading choices',
+        'You systematically work through series, authors, and genres'
+      ],
+      'Momentum': [
+        'Your reading activity has been quiet recently',
+        'You have a steady reading pace going',
+        'You are on a strong active reading streak right now'
+      ]
     };
+
+    const levels = descriptions[habit];
+    if (!levels) return '';
+
+    if (score < 33) return levels[0];
+    if (score < 67) return levels[1];
+    return levels[2];
   }
 
-  private convertToHabitInsights(profile: ReadingHabitsProfile): HabitInsight[] {
-    return [
-      {
-        habit: 'Consistency',
-        score: profile.consistency,
-        description: 'You maintain regular reading patterns and schedules',
-        color: '#9c27b0'
-      },
-      {
-        habit: 'Multitasking',
-        score: profile.multitasking,
-        description: 'You juggle multiple books simultaneously',
-        color: '#e91e63'
-      },
-      {
-        habit: 'Completionism',
-        score: profile.completionism,
-        description: 'You finish books rather than abandon them',
-        color: '#ff5722'
-      },
-      {
-        habit: 'Exploration',
-        score: profile.exploration,
-        description: 'You actively seek out new authors and genres',
-        color: '#ff9800'
-      },
-      {
-        habit: 'Organization',
-        score: profile.organization,
-        description: 'You maintain systematic book tracking and metadata',
-        color: '#ffc107'
-      },
-      {
-        habit: 'Intensity',
-        score: profile.intensity,
-        description: 'You prefer longer, immersive reading sessions',
-        color: '#4caf50'
-      },
-      {
-        habit: 'Methodology',
-        score: profile.methodology,
-        description: 'You follow systematic approaches to book selection',
-        color: '#2196f3'
-      },
-      {
-        habit: 'Momentum',
-        score: profile.momentum,
-        description: 'You maintain active reading streaks and continuity',
-        color: '#673ab7'
-      }
+  private buildHabitInsights(profile: ReadingHabitsProfile): HabitInsight[] {
+    const habits: { key: keyof ReadingHabitsProfile; habit: string; color: string }[] = [
+      {key: 'consistency', habit: 'Consistency', color: '#9c27b0'},
+      {key: 'multitasking', habit: 'Multitasking', color: '#e91e63'},
+      {key: 'completionism', habit: 'Completionism', color: '#ff5722'},
+      {key: 'exploration', habit: 'Exploration', color: '#ff9800'},
+      {key: 'organization', habit: 'Organization', color: '#ffc107'},
+      {key: 'intensity', habit: 'Intensity', color: '#4caf50'},
+      {key: 'methodology', habit: 'Methodology', color: '#2196f3'},
+      {key: 'momentum', habit: 'Momentum', color: '#673ab7'}
     ];
+
+    return habits.map(({key, habit, color}) => ({
+      habit,
+      score: profile[key],
+      description: this.getHabitDescription(habit, profile[key]),
+      color
+    }));
   }
 }
-
diff --git a/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-heatmap-chart/reading-heatmap-chart.component.html b/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-heatmap-chart/reading-heatmap-chart.component.html
index e3d022a15f..2e99c772e6 100644
--- a/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-heatmap-chart/reading-heatmap-chart.component.html
+++ b/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-heatmap-chart/reading-heatmap-chart.component.html
@@ -4,6 +4,11 @@
       <h3>
         <i class="pi pi-calendar reading-heatmap-icon"></i>
         Reading Activity Heatmap
+        <i class="pi pi-question-circle chart-info-icon"
+           pTooltip="A 10-year grid showing how many books were added to your library each month. Darker cells mean more books. Helps you visualize long-term acquisition trends and seasonal reading bursts."
+           tooltipPosition="bottom"
+           tooltipStyleClass="chart-info-tooltip"
+           [appendTo]="'body'"></i>
       </h3>
       <p class="chart-description">Monthly reading activity over the past 10 years</p>
     </div>
diff --git a/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-heatmap-chart/reading-heatmap-chart.component.ts b/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-heatmap-chart/reading-heatmap-chart.component.ts
index 5e1f220e16..0984faedea 100644
--- a/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-heatmap-chart/reading-heatmap-chart.component.ts
+++ b/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-heatmap-chart/reading-heatmap-chart.component.ts
@@ -1,6 +1,7 @@
 import {Component, inject, OnDestroy, OnInit} from '@angular/core';
 import {CommonModule} from '@angular/common';
 import {BaseChartDirective} from 'ng2-charts';
+import {Tooltip} from 'primeng/tooltip';
 import {BehaviorSubject, EMPTY, Observable, Subject} from 'rxjs';
 import {catchError, filter, first, takeUntil} from 'rxjs/operators';
 import {ChartConfiguration, ChartData} from 'chart.js';
@@ -27,7 +28,7 @@ type HeatmapChartData = ChartData<'matrix', MatrixDataPoint[], string>;
 @Component({
   selector: 'app-reading-heatmap-chart',
   standalone: true,
-  imports: [CommonModule, BaseChartDirective],
+  imports: [CommonModule, BaseChartDirective, Tooltip],
   templateUrl: './reading-heatmap-chart.component.html',
   styleUrls: ['./reading-heatmap-chart.component.scss']
 })
diff --git a/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-progress-chart/reading-progress-chart.component.html b/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-progress-chart/reading-progress-chart.component.html
index a99264abb9..0722f3a6a8 100644
--- a/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-progress-chart/reading-progress-chart.component.html
+++ b/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-progress-chart/reading-progress-chart.component.html
@@ -4,6 +4,11 @@
       <h3>
         <i class="pi pi-chart-bar reading-progress-icon"></i>
         Reading Progress Distribution
+        <i class="pi pi-question-circle chart-info-icon"
+           pTooltip="Shows how many books fall into each progress bracket: not started (0%), just started (1-25%), halfway (26-50%), mostly done (51-75%), nearly finished (76-99%), and completed (100%). Progress is based on the furthest point reached across all reading sessions."
+           tooltipPosition="bottom"
+           tooltipStyleClass="chart-info-tooltip"
+           [appendTo]="'body'"></i>
       </h3>
       <p class="chart-description">Books by reading completion status</p>
     </div>
diff --git a/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-progress-chart/reading-progress-chart.component.ts b/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-progress-chart/reading-progress-chart.component.ts
index 79c815f83d..c8ec44e695 100644
--- a/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-progress-chart/reading-progress-chart.component.ts
+++ b/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-progress-chart/reading-progress-chart.component.ts
@@ -1,6 +1,7 @@
 import {Component, inject, OnDestroy, OnInit} from '@angular/core';
 import {CommonModule} from '@angular/common';
 import {BaseChartDirective} from 'ng2-charts';
+import {Tooltip} from 'primeng/tooltip';
 import {BehaviorSubject, EMPTY, Observable, Subject} from 'rxjs';
 import {catchError, filter, first, takeUntil} from 'rxjs/operators';
 import {ChartConfiguration, ChartData} from 'chart.js';
@@ -44,7 +45,7 @@ type ProgressChartData = ChartData<'doughnut', number[], string>;
 @Component({
   selector: 'app-reading-progress-chart',
   standalone: true,
-  imports: [CommonModule, BaseChartDirective],
+  imports: [CommonModule, BaseChartDirective, Tooltip],
   templateUrl: './reading-progress-chart.component.html',
   styleUrls: ['./reading-progress-chart.component.scss']
 })
diff --git a/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-session-heatmap/reading-session-heatmap.component.html b/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-session-heatmap/reading-session-heatmap.component.html
index 5190aa5677..0e19cf4a20 100644
--- a/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-session-heatmap/reading-session-heatmap.component.html
+++ b/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-session-heatmap/reading-session-heatmap.component.html
@@ -4,6 +4,11 @@
       <h3>
         <i class="pi pi-calendar heatmap-title-icon"></i>
         Reading Session Activity
+        <i class="pi pi-question-circle chart-info-icon"
+           pTooltip="A daily heatmap of your reading sessions for the selected year. Darker cells mean more sessions that day. Streak stats track consecutive reading days across all time. Milestones unlock as you hit streak or total-day thresholds."
+           tooltipPosition="bottom"
+           tooltipStyleClass="chart-info-tooltip"
+           [appendTo]="'body'"></i>
       </h3>
       <p class="chart-description">Daily overview of your reading sessions across the year</p>
     </div>
@@ -24,6 +29,7 @@ <h3>
     </div>
     <div class="header-spacer"></div>
   </div>
+
   <div class="chart-wrapper">
     <canvas baseChart
             [data]="(chartData$ | async) ?? {labels: [], datasets: []}"
@@ -31,4 +37,32 @@ <h3>
             [type]="chartType">
     </canvas>
   </div>
+
+  @if (hasStreakData) {
+    <div class="chart-footer">
+      <div class="footer-pills left">
+        <span class="pill current">
+          <span class="pill-value">{{ currentStreak }}</span> Current Streak
+        </span>
+        <span class="pill longest">
+          <span class="pill-value">{{ longestStreak }}</span> Longest Streak
+        </span>
+        <span class="pill total">
+          <span class="pill-value">{{ totalReadingDays }}</span> Total Days
+        </span>
+        <span class="pill consistency">
+          <span class="pill-value">{{ consistencyPercent }}%</span> Consistency
+        </span>
+      </div>
+      @if (milestones.length > 0) {
+        <div class="footer-pills right">
+          @for (milestone of milestones; track milestone.label) {
+            <span class="pill milestone" [class.unlocked]="milestone.unlocked" [class.locked]="!milestone.unlocked">
+              <span class="pill-icon">{{ milestone.icon }}</span> {{ milestone.label }}
+            </span>
+          }
+        </div>
+      }
+    </div>
+  }
 </div>
diff --git a/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-session-heatmap/reading-session-heatmap.component.scss b/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-session-heatmap/reading-session-heatmap.component.scss
index 48d30332f4..adab507f7c 100644
--- a/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-session-heatmap/reading-session-heatmap.component.scss
+++ b/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-session-heatmap/reading-session-heatmap.component.scss
@@ -15,6 +15,9 @@
       font-size: 1.25rem;
       font-weight: 500;
       margin: 0 0 0.5rem 0;
+      display: flex;
+      align-items: center;
+      gap: 0.5rem;
     }
 
     .chart-description {
@@ -91,6 +94,60 @@
   margin-right: 0.25em;
 }
 
+.chart-footer {
+  display: flex;
+  align-items: flex-start;
+  justify-content: space-between;
+  flex-wrap: wrap;
+  gap: 0.75rem;
+  margin-top: 1rem;
+  padding-top: 1rem;
+  border-top: 1px solid rgba(255, 255, 255, 0.08);
+}
+
+.footer-pills {
+  display: flex;
+  align-items: center;
+  flex-wrap: wrap;
+  gap: 0.5rem;
+
+  &.right {
+    justify-content: flex-end;
+  }
+}
+
+.pill {
+  display: inline-flex;
+  align-items: center;
+  gap: 0.35rem;
+  padding: 0.35rem 0.65rem;
+  border-radius: 6px;
+  border: 1px solid rgba(255, 255, 255, 0.1);
+  background: rgba(255, 255, 255, 0.05);
+  font-size: 0.85rem;
+  color: var(--text-color, #ffffff);
+  font-weight: 500;
+  white-space: nowrap;
+
+  .pill-value {
+    font-weight: 700;
+  }
+
+  &.current .pill-value { color: #ff9800; }
+  &.longest .pill-value { color: #4caf50; }
+  &.total .pill-value { color: #2196f3; }
+  &.consistency .pill-value { color: #9c27b0; }
+
+  &.milestone.unlocked {
+    border-color: rgba(76, 175, 80, 0.3);
+    background: rgba(76, 175, 80, 0.1);
+  }
+
+  &.milestone.locked {
+    opacity: 0.4;
+  }
+}
+
 @media (max-width: 768px) {
   .chart-header {
     grid-template-columns: 1fr;
@@ -115,6 +172,11 @@
       display: none;
     }
   }
+
+  .chart-footer {
+    flex-direction: column;
+    align-items: flex-start;
+  }
 }
 
 @media (max-width: 480px) {
diff --git a/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-session-heatmap/reading-session-heatmap.component.ts b/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-session-heatmap/reading-session-heatmap.component.ts
index 46e8db1868..77797c1eb7 100644
--- a/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-session-heatmap/reading-session-heatmap.component.ts
+++ b/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-session-heatmap/reading-session-heatmap.component.ts
@@ -1,6 +1,7 @@
 import {Component, inject, Input, OnDestroy, OnInit} from '@angular/core';
 import {CommonModule} from '@angular/common';
 import {BaseChartDirective} from 'ng2-charts';
+import {Tooltip} from 'primeng/tooltip';
 import {Chart, ChartConfiguration, ChartData, registerables} from 'chart.js';
 import {MatrixController, MatrixElement} from 'chartjs-chart-matrix';
 import {BehaviorSubject, EMPTY, Observable, Subject} from 'rxjs';
@@ -17,12 +18,20 @@ interface MatrixDataPoint {
   date: string;
 }
 
+interface Milestone {
+  label: string;
+  icon: string;
+  requirement: number;
+  type: 'streak' | 'total';
+  unlocked: boolean;
+}
+
 type SessionHeatmapChartData = ChartData<'matrix', MatrixDataPoint[], string>;
 
 @Component({
   selector: 'app-reading-session-heatmap',
   standalone: true,
-  imports: [CommonModule, BaseChartDirective],
+  imports: [CommonModule, BaseChartDirective, Tooltip],
   templateUrl: './reading-session-heatmap.component.html',
   styleUrls: ['./reading-session-heatmap.component.scss']
 })
@@ -34,6 +43,13 @@ export class ReadingSessionHeatmapComponent implements OnInit, OnDestroy {
   public readonly chartData$: Observable<SessionHeatmapChartData>;
   public readonly chartOptions: ChartConfiguration['options'];
 
+  public currentStreak = 0;
+  public longestStreak = 0;
+  public totalReadingDays = 0;
+  public consistencyPercent = 0;
+  public milestones: Milestone[] = [];
+  public hasStreakData = false;
+
   private readonly userStatsService = inject(UserStatsService);
   private readonly destroy$ = new Subject<void>();
   private readonly chartDataSubject: BehaviorSubject<SessionHeatmapChartData>;
@@ -130,6 +146,7 @@ export class ReadingSessionHeatmapComponent implements OnInit, OnDestroy {
     Chart.register(...registerables, MatrixController, MatrixElement);
     this.currentYear = this.initialYear;
     this.loadYearData(this.currentYear);
+    this.loadStreakData();
   }
 
   ngOnDestroy(): void {
@@ -223,6 +240,100 @@ export class ReadingSessionHeatmapComponent implements OnInit, OnDestroy {
     });
   }
 
+  private loadStreakData(): void {
+    this.userStatsService.getReadingDates()
+      .pipe(
+        takeUntil(this.destroy$),
+        catchError((error) => {
+          console.error('Error loading reading dates:', error);
+          return EMPTY;
+        })
+      )
+      .subscribe((data) => this.processStreakData(data));
+  }
+
+  private processStreakData(data: ReadingSessionHeatmapResponse[]): void {
+    if (!data || data.length === 0) {
+      this.hasStreakData = false;
+      return;
+    }
+
+    this.hasStreakData = true;
+    this.totalReadingDays = data.length;
+
+    const sortedDates = Array.from(new Set(data.map(d => d.date))).sort();
+    const dateSet = new Set(sortedDates);
+
+    // Calculate all streaks
+    const streakLengths: number[] = [];
+    let streakStart: string | null = null;
+    let prevDate: string | null = null;
+    let lastStreakEnd: string | null = null;
+    let lastStreakLength = 0;
+
+    for (const dateStr of sortedDates) {
+      if (!prevDate || !this.isConsecutiveDay(prevDate, dateStr)) {
+        if (prevDate && streakStart) {
+          const len = this.daysBetween(streakStart, prevDate) + 1;
+          streakLengths.push(len);
+          lastStreakEnd = prevDate;
+          lastStreakLength = len;
+        }
+        streakStart = dateStr;
+      }
+      prevDate = dateStr;
+    }
+    if (prevDate && streakStart) {
+      const len = this.daysBetween(streakStart, prevDate) + 1;
+      streakLengths.push(len);
+      lastStreakEnd = prevDate;
+      lastStreakLength = len;
+    }
+
+    this.longestStreak = streakLengths.length > 0 ? Math.max(...streakLengths) : 0;
+
+    // Current streak
+    const today = this.toDateStr(new Date());
+    const yesterday = this.toDateStr(new Date(Date.now() - 86400000));
+
+    if ((dateSet.has(today) || dateSet.has(yesterday)) && (lastStreakEnd === today || lastStreakEnd === yesterday)) {
+      this.currentStreak = lastStreakLength;
+    } else {
+      this.currentStreak = 0;
+    }
+
+    // Consistency
+    if (sortedDates.length >= 2) {
+      const totalPossibleDays = this.daysBetween(sortedDates[0], today) + 1;
+      this.consistencyPercent = totalPossibleDays > 0
+        ? Math.round((this.totalReadingDays / totalPossibleDays) * 100)
+        : 0;
+    }
+
+    // Milestones
+    this.milestones = [
+      {label: '7-Day Streak', icon: '\uD83D\uDD25', requirement: 7, type: 'streak', unlocked: this.longestStreak >= 7},
+      {label: '30-Day Streak', icon: '\u26A1', requirement: 30, type: 'streak', unlocked: this.longestStreak >= 30},
+      {label: '100 Reading Days', icon: '\uD83D\uDCDA', requirement: 100, type: 'total', unlocked: this.totalReadingDays >= 100},
+      {label: '365 Reading Days', icon: '\uD83C\uDFC6', requirement: 365, type: 'total', unlocked: this.totalReadingDays >= 365},
+      {label: 'Year of Reading', icon: '\uD83D\uDC51', requirement: 365, type: 'streak', unlocked: this.longestStreak >= 365},
+    ];
+  }
+
+  private toDateStr(d: Date): string {
+    return `${d.getFullYear()}-${String(d.getMonth() + 1).padStart(2, '0')}-${String(d.getDate()).padStart(2, '0')}`;
+  }
+
+  private isConsecutiveDay(dateStr1: string, dateStr2: string): boolean {
+    const d1 = new Date(dateStr1);
+    const d2 = new Date(dateStr2);
+    return Math.abs(d2.getTime() - d1.getTime() - 86400000) < 3600000;
+  }
+
+  private daysBetween(dateStr1: string, dateStr2: string): number {
+    return Math.round((new Date(dateStr2).getTime() - new Date(dateStr1).getTime()) / 86400000);
+  }
+
   private getDateFromWeek(year: number, week: number): Date {
     const date = new Date(year, 0, 1);
     date.setDate(date.getDate() + (week * 7) - date.getDay());
diff --git a/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-session-timeline/reading-session-timeline.component.html b/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-session-timeline/reading-session-timeline.component.html
index 68ef188638..69ae211b1b 100644
--- a/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-session-timeline/reading-session-timeline.component.html
+++ b/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-session-timeline/reading-session-timeline.component.html
@@ -4,6 +4,11 @@
       <h3>
         <i class="pi pi-clock timeline-title-icon"></i>
         Reading Session Timeline
+        <i class="pi pi-question-circle chart-info-icon"
+           pTooltip="Shows your reading sessions laid out across each day of the week. Each block represents a session, sized by duration. Hover to see book title, pages read, and time spent. Use the week navigator to browse your reading history week by week."
+           tooltipPosition="bottom"
+           tooltipStyleClass="chart-info-tooltip"
+           [appendTo]="'body'"></i>
       </h3>
       <p class="timeline-subtitle">Weekly overview of your reading sessions and patterns</p>
     </div>
diff --git a/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-session-timeline/reading-session-timeline.component.ts b/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-session-timeline/reading-session-timeline.component.ts
index 2ddc9d4afd..204ab30a4f 100644
--- a/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-session-timeline/reading-session-timeline.component.ts
+++ b/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-session-timeline/reading-session-timeline.component.ts
@@ -145,8 +145,8 @@ export class ReadingSessionTimelineComponent implements OnInit {
 
     response.forEach((item) => {
       const startTime = new Date(item.startDate);
-      const endTime = item.endDate ? new Date(item.endDate) : new Date(startTime.getTime() + item.totalDurationSeconds * 1000);
-      const duration = (endTime.getTime() - startTime.getTime()) / (1000 * 60);
+      const endTime = new Date(startTime.getTime() + item.totalDurationSeconds * 1000);
+      const duration = item.totalDurationSeconds / 60;
 
       sessions.push({
         startTime,
@@ -254,6 +254,8 @@ export class ReadingSessionTimelineComponent implements OnInit {
     }
   }
 
+  private static readonly MAX_TRACKS = 3;
+
   private layoutSessionsForDay(sessions: ReadingSession[]): TimelineSession[] {
     if (sessions.length === 0) {
       return [];
@@ -279,7 +281,11 @@ export class ReadingSessionTimelineComponent implements OnInit {
         }
       }
       if (!placed) {
-        tracks.push([session]);
+        if (tracks.length < ReadingSessionTimelineComponent.MAX_TRACKS) {
+          tracks.push([session]);
+        } else {
+          tracks[tracks.length - 1].push(session);
+        }
       }
     });
 
diff --git a/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-survival-chart/reading-survival-chart.component.html b/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-survival-chart/reading-survival-chart.component.html
new file mode 100644
index 0000000000..ed26283250
--- /dev/null
+++ b/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-survival-chart/reading-survival-chart.component.html
@@ -0,0 +1,53 @@
+<div class="reading-survival-container">
+  <div class="chart-header">
+    <div class="chart-title">
+      <h3>
+        <i class="pi pi-chart-line reading-survival-icon"></i>
+        Reading Survival Curve
+        <i class="pi pi-question-circle chart-info-icon"
+           pTooltip="Inspired by survival analysis: starting from all books you've begun reading, this curve shows what fraction made it to each progress milestone. A steep drop at a threshold reveals where you tend to abandon books. The 'danger zone' highlights the steepest single drop-off point."
+           tooltipPosition="bottom"
+           tooltipStyleClass="chart-info-tooltip"
+           [appendTo]="'body'"></i>
+      </h3>
+      <p class="chart-description">Of books started, what percentage reached each progress threshold</p>
+    </div>
+  </div>
+
+  @if (totalStarted > 0) {
+    <div class="stats-row">
+      <div class="stat-card">
+        <span class="stat-value">{{ totalStarted }}</span>
+        <span class="stat-label">Started</span>
+      </div>
+      <div class="stat-card">
+        <span class="stat-value">{{ completionRate }}%</span>
+        <span class="stat-label">Completion Rate</span>
+      </div>
+      <div class="stat-card">
+        <span class="stat-value-sm">{{ medianDropout }}</span>
+        <span class="stat-label">Median Dropout</span>
+      </div>
+      <div class="stat-card danger">
+        <span class="stat-value-sm">{{ dangerZone }}</span>
+        <span class="stat-label">Danger Zone</span>
+      </div>
+    </div>
+  }
+
+  <div class="chart-wrapper">
+    <canvas baseChart
+            [data]="(chartData$ | async) ?? {labels: [], datasets: []}"
+            [options]="chartOptions"
+            [type]="chartType">
+    </canvas>
+  </div>
+
+  @if (totalStarted === 0) {
+    <div class="no-data-message">
+      <i class="pi pi-info-circle"></i>
+      <p>No books with reading progress found.</p>
+      <small>Start reading some books to see your survival curve.</small>
+    </div>
+  }
+</div>
diff --git a/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-survival-chart/reading-survival-chart.component.scss b/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-survival-chart/reading-survival-chart.component.scss
new file mode 100644
index 0000000000..46b91230db
--- /dev/null
+++ b/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-survival-chart/reading-survival-chart.component.scss
@@ -0,0 +1,141 @@
+.reading-survival-container {
+  width: 100%;
+}
+
+.chart-header {
+  display: flex;
+  justify-content: space-between;
+  align-items: flex-start;
+  margin-bottom: 0.5rem;
+
+  .chart-title {
+    flex: 1;
+
+    h3 {
+      color: var(--text-color, #ffffff);
+      font-size: 1.25rem;
+      font-weight: 500;
+      margin: 0 0 0.5rem 0;
+      display: flex;
+      align-items: center;
+      gap: 0.5rem;
+    }
+
+    .chart-description {
+      color: var(--text-secondary-color);
+      font-size: 0.9rem;
+      margin: 0;
+      line-height: 1.4;
+    }
+  }
+}
+
+.reading-survival-icon {
+  font-size: 1.5rem;
+  color: #e91e63;
+}
+
+.stats-row {
+  display: flex;
+  gap: 0.75rem;
+  margin-bottom: 1rem;
+  flex-wrap: wrap;
+
+  .stat-card {
+    display: flex;
+    flex-direction: column;
+    align-items: center;
+    background: rgba(255, 255, 255, 0.05);
+    border: 1px solid rgba(255, 255, 255, 0.1);
+    border-radius: 8px;
+    padding: 0.5rem 1rem;
+    flex: 1;
+    min-width: 80px;
+
+    .stat-value {
+      font-size: 1.5rem;
+      font-weight: 600;
+      color: #e91e63;
+    }
+
+    .stat-value-sm {
+      font-size: 0.85rem;
+      font-weight: 500;
+      color: var(--text-color, #ffffff);
+      text-align: center;
+    }
+
+    .stat-label {
+      font-size: 0.75rem;
+      color: var(--text-secondary-color);
+      text-transform: uppercase;
+      letter-spacing: 0.5px;
+      margin-top: 0.25rem;
+    }
+
+    &.danger .stat-value-sm {
+      color: #ff5722;
+    }
+  }
+}
+
+.chart-wrapper {
+  position: relative;
+  height: 300px;
+  width: 100%;
+}
+
+.no-data-message {
+  display: flex;
+  flex-direction: column;
+  align-items: center;
+  justify-content: center;
+  padding: 3rem;
+  text-align: center;
+  color: var(--text-secondary-color);
+
+  i {
+    font-size: 2.5rem;
+    margin-bottom: 1rem;
+    opacity: 0.5;
+  }
+
+  p {
+    font-size: 1rem;
+    margin: 0 0 0.5rem 0;
+    color: var(--text-color, #ffffff);
+  }
+
+  small {
+    font-size: 0.85rem;
+    opacity: 0.7;
+  }
+}
+
+@media (max-width: 768px) {
+  .stats-row .stat-card {
+    min-width: 70px;
+  }
+
+  .chart-wrapper {
+    height: 280px;
+  }
+}
+
+@media (max-width: 480px) {
+  .chart-header .chart-title h3 {
+    font-size: 1rem;
+  }
+
+  .stats-row {
+    gap: 0.5rem;
+
+    .stat-card {
+      padding: 0.4rem 0.5rem;
+
+      .stat-value {
+        font-size: 1.2rem;
+      }
+    }
+  }
+}
diff --git a/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-survival-chart/reading-survival-chart.component.ts b/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-survival-chart/reading-survival-chart.component.ts
new file mode 100644
index 0000000000..a640a83c22
--- /dev/null
+++ b/booklore-ui/src/app/features/stats/component/user-stats/charts/reading-survival-chart/reading-survival-chart.component.ts
@@ -0,0 +1,201 @@
+import {Component, inject, OnDestroy, OnInit} from '@angular/core';
+import {CommonModule} from '@angular/common';
+import {BaseChartDirective} from 'ng2-charts';
+import {Tooltip} from 'primeng/tooltip';
+import {BehaviorSubject, EMPTY, Observable, Subject} from 'rxjs';
+import {catchError, filter, first, takeUntil} from 'rxjs/operators';
+import {ChartConfiguration, ChartData} from 'chart.js';
+import {BookService} from '../../../../../book/service/book.service';
+import {BookState} from '../../../../../book/model/state/book-state.model';
+import {Book} from '../../../../../book/model/book.model';
+
+type SurvivalChartData = ChartData<'line', number[], string>;
+
+const THRESHOLDS = [0, 10, 25, 50, 75, 90, 100];
+
+@Component({
+  selector: 'app-reading-survival-chart',
+  standalone: true,
+  imports: [CommonModule, BaseChartDirective, Tooltip],
+  templateUrl: './reading-survival-chart.component.html',
+  styleUrls: ['./reading-survival-chart.component.scss']
+})
+export class ReadingSurvivalChartComponent implements OnInit, OnDestroy {
+  private readonly bookService = inject(BookService);
+  private readonly destroy$ = new Subject<void>();
+
+  public readonly chartType = 'line' as const;
+  public totalStarted = 0;
+  public completionRate = 0;
+  public medianDropout = '';
+  public dangerZone = '';
+
+  public readonly chartOptions: ChartConfiguration<'line'>['options'] = {
+    responsive: true,
+    maintainAspectRatio: false,
+    layout: {
+      padding: {top: 10, bottom: 10, left: 10, right: 10}
+    },
+    plugins: {
+      legend: {display: false},
+      tooltip: {
+        enabled: true,
+        backgroundColor: 'rgba(0, 0, 0, 0.9)',
+        titleColor: '#ffffff',
+        bodyColor: '#ffffff',
+        borderColor: '#e91e63',
+        borderWidth: 1,
+        cornerRadius: 6,
+        padding: 12,
+        titleFont: {size: 13, weight: 'bold'},
+        bodyFont: {size: 12},
+        callbacks: {
+          title: (context) => `${context[0].label} progress`,
+          label: (context) => `${(context.parsed.y ?? 0).toFixed(1)}% of books reached this point`
+        }
+      },
+      datalabels: {display: false}
+    },
+    scales: {
+      x: {
+        title: {
+          display: true,
+          text: 'Progress Threshold',
+          color: '#ffffff',
+          font: {family: "'Inter', sans-serif", size: 12, weight: 'bold'}
+        },
+        ticks: {
+          color: '#ffffff',
+          font: {family: "'Inter', sans-serif", size: 11}
+        },
+        grid: {color: 'rgba(255, 255, 255, 0.1)'},
+        border: {display: false}
+      },
+      y: {
+        min: 0,
+        max: 100,
+        title: {
+          display: true,
+          text: '% of Books Surviving',
+          color: '#ffffff',
+          font: {family: "'Inter', sans-serif", size: 12, weight: 'bold'}
+        },
+        ticks: {
+          color: '#ffffff',
+          font: {family: "'Inter', sans-serif", size: 11},
+          callback: (value) => `${value}%`
+        },
+        grid: {color: 'rgba(255, 255, 255, 0.1)'},
+        border: {display: false}
+      }
+    }
+  };
+
+  private readonly chartDataSubject = new BehaviorSubject<SurvivalChartData>({
+    labels: [],
+    datasets: []
+  });
+
+  public readonly chartData$: Observable<SurvivalChartData> = this.chartDataSubject.asObservable();
+
+  ngOnInit(): void {
+    this.bookService.bookState$
+      .pipe(
+        filter(state => state.loaded),
+        first(),
+        catchError((error) => {
+          console.error('Error processing survival data:', error);
+          return EMPTY;
+        }),
+        takeUntil(this.destroy$)
+      )
+      .subscribe(() => this.calculateSurvivalCurve());
+  }
+
+  ngOnDestroy(): void {
+    this.destroy$.next();
+    this.destroy$.complete();
+  }
+
+  private calculateSurvivalCurve(): void {
+    const currentState = this.bookService.getCurrentBookState();
+    if (!this.isValidBookState(currentState)) return;
+
+    const books = currentState.books!;
+    const startedBooks = books.filter(b => this.getBookProgress(b) > 0);
+    this.totalStarted = startedBooks.length;
+
+    if (this.totalStarted === 0) return;
+
+    const progresses = startedBooks.map(b => this.getBookProgress(b));
+    const survivalValues = THRESHOLDS.map(threshold => {
+      const survived = progresses.filter(p => p >= threshold).length;
+      return (survived / this.totalStarted) * 100;
+    });
+
+    // Completion rate
+    this.completionRate = Math.round(survivalValues[survivalValues.length - 1]);
+
+    // Median dropout: find where survival drops below 50%
+    let medianIdx = survivalValues.findIndex(v => v < 50);
+    if (medianIdx === -1) {
+      this.medianDropout = '100%+';
+    } else if (medianIdx === 0) {
+      this.medianDropout = `${THRESHOLDS[0]}%`;
+    } else {
+      this.medianDropout = `${THRESHOLDS[medianIdx - 1]}-${THRESHOLDS[medianIdx]}%`;
+    }
+
+    // Danger zone: steepest drop
+    let maxDrop = 0;
+    let dangerIdx = 0;
+    for (let i = 1; i < survivalValues.length; i++) {
+      const drop = survivalValues[i - 1] - survivalValues[i];
+      if (drop > maxDrop) {
+        maxDrop = drop;
+        dangerIdx = i;
+      }
+    }
+    this.dangerZone = `${THRESHOLDS[dangerIdx - 1]}-${THRESHOLDS[dangerIdx]}% (-${maxDrop.toFixed(0)}%)`;
+
+    const labels = THRESHOLDS.map(t => `${t}%`);
+    this.chartDataSubject.next({
+      labels,
+      datasets: [{
+        label: 'Survival Rate',
+        data: survivalValues,
+        borderColor: '#e91e63',
+        backgroundColor: 'rgba(233, 30, 99, 0.15)',
+        fill: true,
+        stepped: true,
+        pointRadius: 5,
+        pointHoverRadius: 7,
+        pointBackgroundColor: '#e91e63',
+        pointBorderColor: '#ffffff',
+        pointBorderWidth: 2,
+        borderWidth: 2
+      }]
+    });
+  }
+
+  private isValidBookState(state: unknown): state is BookState {
+    return (
+      typeof state === 'object' &&
+      state !== null &&
+      'loaded' in state &&
+      typeof (state as { loaded: boolean }).loaded === 'boolean' &&
+      'books' in state &&
+      Array.isArray((state as { books: unknown }).books) &&
+      (state as { books: Book[] }).books.length > 0
+    );
+  }
+
+  private getBookProgress(book: Book): number {
+    if (book.pdfProgress?.percentage) return book.pdfProgress.percentage;
+    if (book.epubProgress?.percentage) return book.epubProgress.percentage;
+    if (book.cbxProgress?.percentage) return book.cbxProgress.percentage;
+    if (book.koreaderProgress?.percentage) return book.koreaderProgress.percentage;
+    if (book.koboProgress?.percentage) return book.koboProgress.percentage;
+    return 0;
+  }
+}
diff --git a/booklore-ui/src/app/features/stats/component/user-stats/charts/series-progress-chart/series-progress-chart.component.html b/booklore-ui/src/app/features/stats/component/user-stats/charts/series-progress-chart/series-progress-chart.component.html
index 0cd4845a9b..af8385945b 100644
--- a/booklore-ui/src/app/features/stats/component/user-stats/charts/series-progress-chart/series-progress-chart.component.html
+++ b/booklore-ui/src/app/features/stats/component/user-stats/charts/series-progress-chart/series-progress-chart.component.html
@@ -4,6 +4,11 @@
       <h3>
         <i class="pi pi-list series-icon"></i>
         Series Progress Tracker
+        <i class="pi pi-question-circle chart-info-icon"
+           pTooltip="Shows each book series in your library as a stacked bar: read, reading, and unread volumes. Series are sorted by completion percentage. Use this to spot which series you've fallen behind on or are close to finishing."
+           tooltipPosition="bottom"
+           tooltipStyleClass="chart-info-tooltip"
+           [appendTo]="'body'"></i>
       </h3>
       <p class="chart-description">Track your reading progress across book series</p>
     </div>
diff --git a/booklore-ui/src/app/features/stats/component/user-stats/charts/series-progress-chart/series-progress-chart.component.scss b/booklore-ui/src/app/features/stats/component/user-stats/charts/series-progress-chart/series-progress-chart.component.scss
index 4909f4fe24..0a1862d7f2 100644
--- a/booklore-ui/src/app/features/stats/component/user-stats/charts/series-progress-chart/series-progress-chart.component.scss
+++ b/booklore-ui/src/app/features/stats/component/user-stats/charts/series-progress-chart/series-progress-chart.component.scss
@@ -110,7 +110,7 @@
 }
 
 .chart-wrapper {
-  height: 220px;
+  height: 300px;
   width: 100%;
   margin-bottom: 1rem;
 }
@@ -211,8 +211,8 @@
   .series-list {
     display: flex;
     flex-direction: column;
-    gap: 0.5rem;
-    max-height: 400px;
+    gap: 0.4rem;
+    max-height: 360px;
     overflow-y: auto;
 
     &::-webkit-scrollbar {
@@ -290,7 +290,7 @@
   }
 
   .series-card {
-    padding: 0.65rem 0.85rem;
+    padding: 0.5rem 0.75rem;
     background: rgba(255, 255, 255, 0.03);
     border-radius: 8px;
     border: 1px solid rgba(255, 255, 255, 0.08);
@@ -315,8 +315,8 @@
     .series-main {
       display: flex;
       align-items: flex-start;
-      gap: 0.6rem;
-      margin-bottom: 0.5rem;
+      gap: 0.5rem;
+      margin-bottom: 0.35rem;
 
       .series-status-icon {
         font-size: 0.9rem;
@@ -408,8 +408,8 @@
     }
 
     .next-up {
-      margin-top: 0.5rem;
-      padding-top: 0.4rem;
+      margin-top: 0.35rem;
+      padding-top: 0.3rem;
       border-top: 1px dashed rgba(255, 255, 255, 0.1);
       font-size: 0.7rem;
 
@@ -470,7 +470,7 @@
   }
 
   .chart-wrapper {
-    height: 180px;
+    height: 240px;
   }
 
   .series-details {
diff --git a/booklore-ui/src/app/features/stats/component/user-stats/charts/series-progress-chart/series-progress-chart.component.ts b/booklore-ui/src/app/features/stats/component/user-stats/charts/series-progress-chart/series-progress-chart.component.ts
index 5f5c902d25..566d493f24 100644
--- a/booklore-ui/src/app/features/stats/component/user-stats/charts/series-progress-chart/series-progress-chart.component.ts
+++ b/booklore-ui/src/app/features/stats/component/user-stats/charts/series-progress-chart/series-progress-chart.component.ts
@@ -1,6 +1,7 @@
 import {Component, inject, OnDestroy, OnInit} from '@angular/core';
 import {CommonModule} from '@angular/common';
 import {BaseChartDirective} from 'ng2-charts';
+import {Tooltip} from 'primeng/tooltip';
 import {BehaviorSubject, EMPTY, Observable, Subject} from 'rxjs';
 import {catchError, filter, first, switchMap, takeUntil} from 'rxjs/operators';
 import {ChartConfiguration, ChartData} from 'chart.js';
@@ -42,7 +43,7 @@ type SeriesChartData = ChartData<'bar', number[], string>;
 @Component({
   selector: 'app-series-progress-chart',
   standalone: true,
-  imports: [CommonModule, BaseChartDirective],
+  imports: [CommonModule, BaseChartDirective, Tooltip],
   templateUrl: './series-progress-chart.component.html',
   styleUrls: ['./series-progress-chart.component.scss']
 })
diff --git a/booklore-ui/src/app/features/stats/component/user-stats/service/user-chart-config.service.ts b/booklore-ui/src/app/features/stats/component/user-stats/service/user-chart-config.service.ts
index 8fb8d1816c..713e2859eb 100644
--- a/booklore-ui/src/app/features/stats/component/user-stats/service/user-chart-config.service.ts
+++ b/booklore-ui/src/app/features/stats/component/user-stats/service/user-chart-config.service.ts
@@ -14,7 +14,11 @@ import {RatingTasteChartComponent} from '../charts/rating-taste-chart/rating-tas
 import {SeriesProgressChartComponent} from '../charts/series-progress-chart/series-progress-chart.component';
 import {ReadingDNAChartComponent} from '../charts/reading-dna-chart/reading-dna-chart.component';
 import {ReadingHabitsChartComponent} from '../charts/reading-habits-chart/reading-habits-chart.component';
-import {ReadingBacklogChartComponent} from '../charts/reading-backlog-chart/reading-backlog-chart.component';
+import {PageTurnerChartComponent} from '../charts/page-turner-chart/page-turner-chart.component';
+import {CompletionRaceChartComponent} from '../charts/completion-race-chart/completion-race-chart.component';
+import {ReadingSurvivalChartComponent} from '../charts/reading-survival-chart/reading-survival-chart.component';
+import {ReadingClockChartComponent} from '../charts/reading-clock-chart/reading-clock-chart.component';
+import {BookLengthChartComponent} from '../charts/book-length-chart/book-length-chart.component';
 
 export interface UserChartConfig {
   id: string;
@@ -42,11 +46,15 @@ export class UserChartConfigService {
     {id: 'read-status', title: 'Reading Status Distribution', component: ReadStatusChartComponent, enabled: true, sizeClass: 'chart-small-square', order: 7},
     {id: 'genre-stats', title: 'Genre Statistics', component: GenreStatsChartComponent, enabled: true, sizeClass: 'chart-medium', order: 8},
     {id: 'completion-timeline', title: 'Completion Timeline', component: CompletionTimelineChartComponent, enabled: true, sizeClass: 'chart-medium', order: 9},
-    {id: 'rating-taste', title: 'Rating Taste Comparison', component: RatingTasteChartComponent, enabled: true, sizeClass: 'chart-medium', order: 10},
-    {id: 'series-progress', title: 'Series Progress Tracker', component: SeriesProgressChartComponent, enabled: true, sizeClass: 'chart-medium', order: 11},
-    {id: 'reading-dna', title: 'Reading DNA Profile', component: ReadingDNAChartComponent, enabled: true, sizeClass: 'chart-medium', order: 12},
-    {id: 'reading-habits', title: 'Reading Habits Analysis', component: ReadingHabitsChartComponent, enabled: true, sizeClass: 'chart-medium', order: 13},
-    {id: 'reading-backlog', title: 'Reading Backlog Analysis', component: ReadingBacklogChartComponent, enabled: true, sizeClass: 'chart-full', order: 14},
+    {id: 'reading-clock', title: 'Reading Clock', component: ReadingClockChartComponent, enabled: true, sizeClass: 'chart-medium', order: 10},
+    {id: 'page-turner', title: 'Page Turner Score', component: PageTurnerChartComponent, enabled: true, sizeClass: 'chart-medium', order: 11},
+    {id: 'completion-race', title: 'Reading Completion Race', component: CompletionRaceChartComponent, enabled: true, sizeClass: 'chart-full', order: 12},
+    {id: 'reading-survival', title: 'Reading Survival Curve', component: ReadingSurvivalChartComponent, enabled: true, sizeClass: 'chart-medium', order: 13},
+    {id: 'book-length', title: 'Book Length Sweet Spot', component: BookLengthChartComponent, enabled: true, sizeClass: 'chart-medium', order: 14},
+    {id: 'rating-taste', title: 'Rating Taste Comparison', component: RatingTasteChartComponent, enabled: true, sizeClass: 'chart-medium', order: 15},
+    {id: 'series-progress', title: 'Series Progress Tracker', component: SeriesProgressChartComponent, enabled: true, sizeClass: 'chart-medium', order: 16},
+    {id: 'reading-dna', title: 'Reading DNA Profile', component: ReadingDNAChartComponent, enabled: true, sizeClass: 'chart-medium', order: 17},
+    {id: 'reading-habits', title: 'Reading Habits Analysis', component: ReadingHabitsChartComponent, enabled: true, sizeClass: 'chart-medium', order: 18},
   ];
 
   private chartsSubject = new BehaviorSubject<UserChartConfig[]>(this.loadChartConfig());
diff --git a/booklore-ui/src/app/features/stats/component/user-stats/user-stats.component.html b/booklore-ui/src/app/features/stats/component/user-stats/user-stats.component.html
index 8562920aee..165d125053 100644
--- a/booklore-ui/src/app/features/stats/component/user-stats/user-stats.component.html
+++ b/booklore-ui/src/app/features/stats/component/user-stats/user-stats.component.html
@@ -107,12 +107,24 @@ <h2>{{ userName }}'s Reading Statistics</h2>
           @case ('rating-taste') {
             <app-rating-taste-chart></app-rating-taste-chart>
           }
-          @case ('reading-backlog') {
-            <app-reading-backlog-chart></app-reading-backlog-chart>
-          }
           @case ('series-progress') {
             <app-series-progress-chart></app-series-progress-chart>
           }
+          @case ('page-turner') {
+            <app-page-turner-chart></app-page-turner-chart>
+          }
+          @case ('completion-race') {
+            <app-completion-race-chart [initialYear]="currentYear"></app-completion-race-chart>
+          }
+          @case ('reading-survival') {
+            <app-reading-survival-chart></app-reading-survival-chart>
+          }
+          @case ('reading-clock') {
+            <app-reading-clock-chart></app-reading-clock-chart>
+          }
+          @case ('book-length') {
+            <app-book-length-chart></app-book-length-chart>
+          }
         }
       </div>
     }
diff --git a/booklore-ui/src/app/features/stats/component/user-stats/user-stats.component.ts b/booklore-ui/src/app/features/stats/component/user-stats/user-stats.component.ts
index 4320d1fbb7..5ed0086dcf 100644
--- a/booklore-ui/src/app/features/stats/component/user-stats/user-stats.component.ts
+++ b/booklore-ui/src/app/features/stats/component/user-stats/user-stats.component.ts
@@ -20,7 +20,11 @@ import {ReadingProgressChartComponent} from './charts/reading-progress-chart/rea
 import {ReadStatusChartComponent} from './charts/read-status-chart/read-status-chart.component';
 import {RatingTasteChartComponent} from './charts/rating-taste-chart/rating-taste-chart.component';
 import {SeriesProgressChartComponent} from './charts/series-progress-chart/series-progress-chart.component';
-import {ReadingBacklogChartComponent} from './charts/reading-backlog-chart/reading-backlog-chart.component';
+import {PageTurnerChartComponent} from './charts/page-turner-chart/page-turner-chart.component';
+import {CompletionRaceChartComponent} from './charts/completion-race-chart/completion-race-chart.component';
+import {ReadingSurvivalChartComponent} from './charts/reading-survival-chart/reading-survival-chart.component';
+import {ReadingClockChartComponent} from './charts/reading-clock-chart/reading-clock-chart.component';
+import {BookLengthChartComponent} from './charts/book-length-chart/book-length-chart.component';
 import {UserChartConfig, UserChartConfigService} from './service/user-chart-config.service';
 
 @Component({
@@ -44,8 +48,12 @@ import {UserChartConfig, UserChartConfigService} from './service/user-chart-conf
     ReadingProgressChartComponent,
     ReadStatusChartComponent,
     RatingTasteChartComponent,
-    ReadingBacklogChartComponent,
-    SeriesProgressChartComponent
+    SeriesProgressChartComponent,
+    PageTurnerChartComponent,
+    CompletionRaceChartComponent,
+    ReadingSurvivalChartComponent,
+    ReadingClockChartComponent,
+    BookLengthChartComponent
   ],
   templateUrl: './user-stats.component.html',
   styleUrls: ['./user-stats.component.scss']
diff --git a/booklore-ui/src/styles.scss b/booklore-ui/src/styles.scss
index 34a5bd7915..ca6357cee5 100644
--- a/booklore-ui/src/styles.scss
+++ b/booklore-ui/src/styles.scss
@@ -49,6 +49,21 @@ html {
   scrollbar-color: rgba(128, 128, 128, 0.5) rgba(0, 0, 0, 0.1);
 }
 
+.chart-info-tooltip.p-tooltip {
+  --p-tooltip-max-width: 25rem;
+}
+
+.chart-info-icon {
+  color: rgba(255, 255, 255, 0.35);
+  font-size: 0.9rem;
+  cursor: help;
+  transition: color 0.2s ease;
+
+  &:hover {
+    color: rgba(255, 255, 255, 0.8);
+  }
+}
+
 .p-toast {
   top: 4rem !important;
 }