Best Data Analysis Software
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Compare the Top Data Analysis Software as of October 2025
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What is Data Analysis Software?
Data analysis software is software used to collect, process, and interpret large datasets to identify patterns, trends, and insights. It allows users to visualize data through interactive charts, graphs, and dashboards, making complex information more accessible. These tools often incorporate statistical, predictive, and machine learning features to support informed decision-making. Data analysis software is utilized across various industries, including finance, healthcare, marketing, and research, to enhance strategic planning and operational efficiency. By transforming raw data into actionable insights, it empowers organizations to make data-driven decisions. Compare and read user reviews of the best Data Analysis software currently available using the table below. This list is updated regularly.
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1
Teradata VantageCloud
Teradata
Teradata VantageCloud is a cloud-native platform designed for advanced data analysis at enterprise scale. It unifies structured and semi-structured data across multi-cloud and hybrid environments, enabling users to run complex SQL queries, perform statistical analysis, and deploy AI/ML models—all within a single, scalable system. VantageCloud supports open-source tools like Python, R, and Jupyter, and integrates with popular BI platforms for visualization. Its high-performance engine and open architecture make it ideal for organizations seeking deep insights, operational intelligence, and real-time decision-making from diverse data sources. -
2
icCube
icCube
icCube is a Swiss embeddable analytics solution designed for B2B SaaS product and development teams to deeply embed analytic capabilities inside their applications. Dashboards will seamlessly blend into the SaaS solution’s UI and UX experience, while resting on top of icCube’s robust analytical engine, allowing to consume complex data models needing sophisticated data security. With a dev2dev approach, icCube's team accompanies clients to successfully and quickly get into production. At icCube, we understand that navigating the complexities of data can be daunting. That’s why we’re excited to introduce also our Data Analytics Boutique Services, designed to empower both existing and new clients in achieving seamless data integration, robust data security, insightful analytics, effective decision automation and dashing reports. We partner with our clients at all stages and all phases of their projects and product roadmaps. From a quick review up to a full project and productStarting Price: $20,000/year -
3
DashboardFox
5000fish
Dashboards, codeless reporting, interactive data visualizations, data level security, mobile access, scheduled reports, embedding, sharing via link, and more. DashboardFox is a dashboard and data visualization solution designed for business users with a no-subscription pricing model. Pay once and you own the software for life. DashboardFox is self-hosted, install on your own server, behind your firewall. Looking for Cloud BI? We offer managed hosting services, but you still retain ownership of your DashboardFox licenses and data. DashboardFox allows your users to drill-down and interact with live data visualizations via dashboards and reports. Business users can create new visualization in a codeless report builder without needing a technical pedigree. An alternative to Tableau, Sisense, Looker, Domo, Qlik, Crystal Reports, and others.Starting Price: $495 one-time payment -
4
Semrush
Semrush
Semrush is an online visibility management and content marketing SaaS platform that ensures businesses get measurable results from online marketing. Our software helps companies of all sizes and industries to optimize their visibility across key channels and create engaging content for their users. Our data enables discovery of great growth opportunities, while workflow and tracking solutions help users run experiments continuously and more accurately measure results. Unveil your competitors’ marketing strategy and tactics. Analyze traffic of any website. Unveil competitor promotion strategies. Get ideas for growing your market share. Discover keyword & backlink gap. Discover how to reach more prospects while spending less. Find the best keywords for every PPC campaign. Monitor your competitor’s ad copies and landing pages. Optimize your Advertising spend (at a local level). Analyze Google Shopping ad campaigns. -
5
Saturn Cloud
Saturn Cloud
Saturn Cloud is an AI/ML platform available on every cloud. Data teams and engineers can build, scale, and deploy their AI/ML applications with any stack. Quickly spin up environments to test new ideas, then easily deploy them into production. Scale fast—from proof-of-concept to production-ready applications. Customers include NVIDIA, CFA Institute, Snowflake, Flatiron School, Nestle, and more. Get started for free at: saturncloud.ioStarting Price: $0.005 per GB per hour -
6
Brizo FoodMetrics
Brizo FoodMetrics
Brizo FoodMetrics is a leading market intelligence platform for foodservice suppliers and vendors, empowering them with comprehensive, fresh, and accurate data on over 1.5 million foodservice establishments across the U.S. and Canada. Brizo equips businesses with data-rich, actionable insights, enabling deeper foodservice market understanding and analysis. Providing unparalleled market coverage, industry-leading refresh rates, and reliable, detailed insights drives strategic decision-making, streamlines operations and reduce prospecting time. With a roster of satisfied high-profile customers like DoorDash, Tyson and ezCater, Brizo truly is the source of truth on the foodservice industry. -
7
Composable DataOps Platform
Composable Analytics
Composable is an enterprise-grade DataOps platform built for business users that want to architect data intelligence solutions and deliver operational data-driven products leveraging disparate data sources, live feeds, and event data regardless of the format or structure of the data. With a modern, intuitive dataflow visual designer, built-in services to facilitate data engineering, and a composable architecture that enables abstraction and integration of any software or analytical approach, Composable is the leading integrated development environment to discover, manage, transform and analyze enterprise data.Starting Price: $8/hr - pay-as-you-go -
8
Kochava
Kochava
Kochava is a real-time data solutions company offering a comprehensive growth stack of solutions for data-driven advertisers. We empower advertisers to measure what matters with tools that deliver better insights and actionable data in one operational platform. Advertisers can map their growth journey with Kochava, leveraging mobile measurement partner (MMP) services, a next-generation marketing mix modeling (MMM) SaaS platform, and a premium platform for search ads automation and app store optimization (ASO). Kochava's MMM SaaS and search ads automation/ASO platforms work with advertisers using Kochava or any other MMP. With a culture of customer-driven innovation, dedication to data security, and the most powerful tools in the ecosystem, Kochava is trusted by top brands to harness their data for growth. Headquartered in Sandpoint, ID, the company has offices globally.Starting Price: FREE -
9
Grow
Epicor Software
Grow is a no-code full-stack business intelligence (BI) platform that empowers everyone in your organization to make data-driven decisions. By combining ETL, data warehousing and visualization in one easy-to-use platform, any organization can connect and explore its data to surface insights. And our unlimited-user license model gives everyone access to the answers they need without waiting in line for an analyst. Now everyone can make great decisions in real-time to accelerate their growth. Plus: - Unlimited Users - 100+ Integrations - No SQL needed (but available to use) - Support from BI Consultants - Simple ETL - Dynamic Dashboards -
10
DataMelt
jWork.ORG
DataMelt (or "DMelt") is an environment for numeric computation, data analysis, data mining, computational statistics, and data visualization. DataMelt can be used to plot functions and data in 2D and 3D, perform statistical tests, data mining, numeric computations, function minimization, linear algebra, solving systems of linear and differential equations. Linear, non-linear and symbolic regression are also available. Neural networks and various data-manipulation methods are integrated using Java API. Elements of symbolic computations using Octave/Matlab scripting are supported. DataMelt is a computational environment for Java platform. It can be used with different programming languages on different operating systems. Unlike other statistical programs, it is not limited to a single programming language. This software combines the world's most-popular enterprise language, Java, with the most popular scripting language used in data science, such as Jython (Python), Groovy, JRuby.Starting Price: $0 -
11
Looker
Google
Looker, Google Cloud’s business intelligence platform, enables you to chat with your data. Organizations turn to Looker for self-service and governed BI, to build custom applications with trusted metrics, or to bring Looker modeling to their existing environment. The result is improved data engineering efficiency and true business transformation. Looker is reinventing business intelligence for the modern company. Looker works the way the web does: browser-based, its unique modeling language lets any employee leverage the work of your best data analysts. Operating 100% in-database, Looker capitalizes on the newest, fastest analytic databases—to get real results, in real time. -
12
Gigasheet
Gigasheet
Gigasheet is the big data spreadsheet that requires no set up, training, database or coding skills. If you can use a spreadsheet, you can find opportunities in big data. Best of all, your first 3GB are free! Use Gigasheet to filter, sort, group and aggregate data to gain insights. Create pivot tables by simply dragging columns around. Data cleanup tools and functions clean and insert data during analysis. Enrichments such as Email Validation and Geo IP Location look up make your data even more useful. Sharing and collaboration tools make distributing huge data sets a snap. Gigasheet integrates with more than 135 SaaS platforms and databases. Thousands of individuals and teams use Gigasheet to gain insights in minutes, not hours or days. You don't need to be a data scientist to get answers from big data.Starting Price: $95 per month -
13
Juicebox
Juice Analytics
Create Reports Your Customer Will Love Juicebox takes the pain out of producing data reports and presentations—and you’ll delight customers with beautiful, interactive web experiences. Design once, deliver to 5 or 500 customers. Personalized to each. Modern, interactive charts that tell a story – no coding required. Build with simple spreadsheets, or connect to your database. Imagine if PowerPoint and Tableau had a baby 👶 — and it was beautiful! 😍 Save Time. Build once, use often. Whether you need to present similar data across time, customers, or locations, no need to manually recreate the same report. Design Like a Pro. Our built-in templates, styling themes, and smart layouts will ensure your customers get a premium experience. Inspire Action. Data stories go beyond traditional dashboards and reports. Our connected data stories enable guided flow and interactive exploration.Starting Price: $15/editor/month -
14
Zuar Portal
Zuar, Inc.
The first customer portal built to change as often as your customers' requirements do. Easily create, personalize, update, and maintain a data-driven customer experience with Zuar. Behind every “adoption” problem is a series of issues with UI/UX design, slow response times, limited functionality, manual processes, and a lean overworked team tasked with increasing retention KPIs and OKRs. We know it is essential to provide a consistent, omnichannel experience across various platforms and devices. Zuar is the cornerstone of a data-driven customer experience strategy, which aims to empower businesses by leveraging interconnected data to build trust and transparency. Zuar integrates with business intelligence leaders, like Tableau, Power BI, and ThoughtSpot, and cloud database providers, like Snowflake, Google Cloud, Redshift, and Databricks. -
15
Pentaho
Hitachi Vantara
With an integrated product suite providing data integration, analytics, cataloging, optimization and quality, Pentaho+ enables seamless data management, driving innovation and informed decision-making. Pentaho+ has helped customers achieve a 3x increase in improved data trust, a 7x increase in impactful business results and most importantly, a 70% increase in productivity. -
16
Megaladata
Megaladata
Megaladata is the fastest low-code platform for advanced analytics, enabling business users to design and run end-to-end data workflows—ù, from ETL to ML, without coding or IT support. With visual design tools and ready-made components, it simplifies data integration, cleansing, and deep analysis. The platform supports both self-service and enterprise-grade systems, handling big data with high performance. IT has integrations with more then 50 of the main databases' software and online datasets, other then native compatibility with Micrsoft ecosystem and Python. Available as a desktop, server, or cloud solution, Megaladata is used across industries like banking, retail, logistics, and healthcare. Free, interactive training online courses help users solve real business problems efficiently.Starting Price: Free, Community Edition -
17
OvalEdge
OvalEdge
OvalEdge is a cost-effective data catalog designed for end-to-end data governance, privacy compliance, and fast, trustworthy analytics. OvalEdge crawls your organizations’ databases, BI platforms, ETL tools, and data lakes to create an easy-to-access, smart inventory of your data assets. Using OvalEdge, analysts can discover data and deliver powerful insights quickly. OvalEdge’s comprehensive functionality enables users to establish and improve data access, data literacy, and data quality.Starting Price: $1,300/month -
18
DataClarity Unlimited Analytics
DataClarity
DataClarity Unlimited Analytics is the only free modern embeddable data and analytics platform in the world that provides a self-service, powerful, secure and seamless end-to-end experience. Highlights: SIMPLIFIED DATA INTEGRATION – Easily connect, join, curate, cache and catalog diverse data through drag and drop, custom SQL builder & AI-powered data profiling. | INTERACTIVE DASHBOARDS – craft compelling reports using 80 stunning visualizations, geospatial maps and flexibility to bring your own charts. | REAL-TIME ANALYSIS – Perform advanced analysis & data exploration using drill-down, drill-through, filters, built-in statistical & predictive models, or your own Python and R code. | SEAMLESS APPLICATION INTEGRATION – Achieve smooth integration with versatile APIs, tailor-made configurations & flexible embedding features. | SECURITY & GOVERNANCE – Ensure adherence to your security guidelines, governance standards, multitenancy, row-level data protection, and Single Sign-On (SSO).Starting Price: FREE -
19
Dataiku
Dataiku
Dataiku is an advanced data science and machine learning platform designed to enable teams to build, deploy, and manage AI and analytics projects at scale. It empowers users, from data scientists to business analysts, to collaboratively create data pipelines, develop machine learning models, and prepare data using both visual and coding interfaces. Dataiku supports the entire AI lifecycle, offering tools for data preparation, model training, deployment, and monitoring. The platform also includes integrations for advanced capabilities like generative AI, helping organizations innovate and deploy AI solutions across industries. -
20
Minitab Statistical Software
Minitab
For 50 years, Minitab has helped thousands of companies and institutions spot trends, solve problems, and discover valuable insights in their data through our comprehensive, best-in-class suite of data analysis and process improvement tools. Our namesake product, Minitab Statistical Software, leads the way in data analysis with the power to visualize, analyze and harness your data to gain insights and solve your toughest challenges. Access trusted, proven and modern analytics combined with dynamic visualizations to empower you and your decisions. The latest version of Minitab Statistical Software includes access to Minitab on the cloud so you can analyze from anywhere, and Graph Builder, our new interactive tool to instantly create multiple graph options at once. Minitab offers modules for Predictive Analytics and Healthcare to boost your analytics even further. Available in 8 languages: English, Chinese, French, German, Japanese, Korean, Spanish, and Portuguese. -
21
Germain UX
Germain UX
No need to talk to the users to know what they experienced (replay, behavior insights, etc). End-2-end Transaction Insights (business, technology, etc). User interface design or technology issues may contribute to poor user experience. Germain UX identifies use cases and root-cause of issues down to the user click and scenario and technology (network request, code, sql, etc). Lack of training, poor organization, attrition may contribute to ineffective business operations. Germain UX identifies main gaps and their root-cause, in real-time and 24×7. Overloaded call center, lack of expertise, hard to find information on a website may all contribute to low prospect conversion rate. Germain UX helps identify actionable insights. Ineffective product or service, lack of support, hard-to-find online material, may all contribute to a poor customer experience and attrition. Germain UX identifies actionable insights around that, 24×7 and in real-time.Starting Price: $460 per month -
22
Supermetrics
Supermetrics
Supermetrics started with a bold idea: to make marketing data simple and accessible for businesses everywhere. Today, over 200K organizations, including Nestlé, Warner Bros, and Dyson, trust Supermetrics to streamline their marketing analytics. What began as a solution to connect data has evolved into a platform that extracts and consolidates data from 150+ marketing and sales platforms—like Google Analytics, Facebook Ads, and HubSpot—into preferred destinations. This has earned Supermetrics a spot on G2’s 2024 Top 50 Best EMEA Software Companies list. Driven by a commitment to innovation, transparency, and customer success, Supermetrics empowers marketers to use data to solve problems and create opportunities. With a collaborative culture fostering creativity, Supermetrics is dedicated to helping clients succeed in a competitive market. As marketing evolves, Supermetrics will continue to innovate, delivering powerful tools and a unified approach to marketing analytics worldwide.Starting Price: $29 per month -
23
Klipfolio
Klipfolio
Klipfolio PowerMetrics is powerfully simple business intelligence software for founders and teams who are ready to level up their analytics and make data-driven decisions. Bring all of your business metrics together in one place. Start today, FREE, and instantly connect from our popular library of pre-built metrics. Need to connect with your custom data? Use our Query Builder and Modeller to get, join, and prep all of your own data, from APIs to spreadsheets, and databases. Then visualize and share your metrics, beautiful dashboards, and PDF reports with your team, and start making better decisions today. Start today. FREE.Starting Price: $99.00 per month -
24
Stimulsoft BI Server
Stimulsoft
Stimulsoft BI Server is a complete client-server application for Business Intelligence, which you may use for work with reports and analytics. The client side allows you to visualize the data, and the server side enables you to process and store them. The server contains the functionality for a full cycle of work from creating and editing a template to transferring finished documents to the user.Starting Price: $1,999.95 -
25
Creately
Creately
Creately is a AI powered diagramming and visual collaboration platform. It is one of the first products to support complex diagram generation through AI via standardized diagram templates. Visually add ideas to various frameworks, map processes, flows, or entire organizations, create technical architecture documents; the possibilities are endless with the 10,000+ templates that come with the platform. At first, Creately unlocks more innovation, creativity, and big-picture thinking in teams. On longer use, Creately becomes the single source of truth in projects and teams and acts as a Visual Database. You can add notes, attachments, link data, and bring together all relevant information in Creately. Creately is great for hyper-collaborative meetings and workshops, to run brainstorming sessions, map processes and flowcharts, create technical diagrams and designs, and plan and run agile projects.Starting Price: $8/month/user -
26
Userpilot
Userpilot
Userpilot is an all-in-one platform for Product & UX teams. It combines Product Analytics, In-app Engagement and In-app Surveys to help you increase product adoption through powerful in-app experiences, actionable product analytics and user feedback. Userpilot allows Product, UX, marketing and Customer Success teams to build user onboarding flows, launch product announcements, improve your UX & product adoption, provide self-serve support, and collect feedback in-app , all code-free. It also provides powerful Product Analytics tools (funnels, trends, paths, cohorts) so you can make informed, data-driven product decisions. With its Custom Dashboards, you can build bespoke analytics dashboards by dragging and droping your favorite reports or using a ready-made template. We also provide event autocapture and session replay. Integrations: Mixpanel, Amplitude, Heap, Intercom, Segment, Webhooks, HubSpot, Salesforce.Starting Price: $249 per month -
27
Sentinel Visualizer
FMS, Inc
Empowering the demanding needs of intelligence analysts, law enforcement, investigators, researchers, and information workers, Sentinel Visualizer is the next generation data visualization and analysis solution for your big data. With cutting edge features and best-of-breed usability, Sentinel Visualizer provides you with insight into patterns and trends hidden in your data. Its database driven data visualization platform lets you quickly see multi-level links among entities and model different relationship types. Advanced drawing and redrawing features generate optimized views to highlight the most important entities. Social Network Analysis (SNA) metrics reveal the most interesting suspects in complex webs. With advanced filtering, squelching, weighted relationship types, shortest path analysis, timelines, and integrated geospatial features, Sentinel Visualizer helps you maximize the value of your data.Starting Price: $2,899 -
28
Aqua Data Studio
AquaFold, an Idera, Inc. company
Aqua Data Studio is a multiple-platform, integrated development environment (IDE) for data. It provides benefits to a variety of data-centric roles, allowing them to manage a wide range of data sources. Aqua Data Studio provides scalable, cross-platform data management, supporting IT and data-centric specialists, including developers, database administrators, as well as data analysts, data modelers, and data architects. Simplifies tedious tasks involving SQL queries, data, result sets, schema, data models, files, instances, servers, as well as automation. Aqua Data Studio can be installed on the three popular operating systems: Microsoft Windows, Apple macOS, and Linux. The graphical user interface can display the nine of the most widely spoken languages: English, Spanish, French, German, Korean, Portuguese, Japanese, and Chinese. Aqua Data Studio supports over 40 of the most popular data source platforms, including relational, NoSQL, as well as managed cloud data sourceStarting Price: $499 per user per year -
29
BiCXO
Bicxo
BiCXO is an Assisted Business Intelligence Solution that functions as an in-house MIS. It is a completely automated BI solution that allows you to track your finances, operational metrics, data visualization, and more at the click of a button. With no restrictions on the number of reports or users, all reports are customized to the organization's needs. BiCXO collects data from different sources and streams it in real-time, providing access to integrated data at one point. The solution is fully responsive on any device, with secured login and password. BiCXO is an Assisted BI tool with experts that help implement a powerful reporting and analysis solution tailored to your business requirements, all covered in a monthly fixed fee with no upfront investment.Starting Price: $300 for unlimited users -
30
PrecisionOCR
LifeOmic
PrecisionOCR is a ready-to-use, secure, HIPAA-compliant, cloud-based platform for extracting medical meaning from unstructured documents using Optical Character Recognition (OCR). PrecisionOCR uses custom Optical Character Recognition and AI algorithms to convert PDFs/JPEGs/PNGs into structured, searchable documents. Organizations can work with our team to build OCR report extractors which look for specific types of information to extract or highlight to reduce the noise that comes from extracting all of the data within a document. Natural language processing (NLP) and machine learning (ML) power the semi-automated and automated transformation of source material such as pdfs or images into structured data records that integrate seamlessly with EMR data using HL7s FHIR standards. Data can be automatically stored along side patient records. Our OCR document classification is also available along with multiple ways to integrate including API and CLI support.Starting Price: $0.50/Page