Best Statistical Analysis Software for Startups of 2025

BrandMap® 10

WRC Research Systems

The choice of professional researchers worldwide for user friendly, rapid analysis and production of presentation ready biplots, correspondence, mdpref and MCA maps. 64 bit program runs on PCs and MACs. Our exclusive Brand Projector I calculates and graphically displays the attribute changes necessary for brand (column) re-positioning to any point on a map. Brand Projector II allows a researcher to interactively change attributes (rows) and watch the Brand (column) move in response.

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Omniscope Evo

Visokio

Visokio builds Omniscope Evo, complete and extensible BI software for data processing, analytics and reporting. A smart experience on any device. Start from any data in any shape, load, edit, blend, transform while visually exploring it, extract insights through ML algorithms, automate your data workflows, and publish interactive reports and dashboards to share your findings. Omniscope is not only an all-in-one BI tool with a responsive UX on all modern devices, but also a powerful and extensible platform: you can augment data workflows with Python / R scripts and enhance reports with any JS visualisation. Whether you’re a data manager, scientist or analyst, Omniscope is your complete solution: from data, through analytics to visualisation.

4 Ratings

Starting Price: $59/month/user

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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

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SPC-PC IV Explorer

Quality America

SPC-PC IV Explorer is a leading Statistical Process Control (SPC) Software package for quality assurance, capability evaluations, & streamlined process data management and reporting: -Manage process data with cascading folders grouped by customer, department, product, etc. -Password-protected concurrent-use licensing controls access to features -Process Monitor charts provide dashboard view of KPI -Quickly analyze keyboard data, or data imported or linked from Excel or other ODBC sources such as SAP, ERP, or LIMS -Data entry via electronic gaging supported in optional Work Set view -Customized reports exported to Word with charts, statistics, raw data or other info as needed -Show stratification patterns using symbol shape/color, or filter data using traceability fields. -Optional Web SPC interface for reporting, data entry & process monitoring throughout your supply chain with no local installation -Optional Calibration Management, or purchase separately as QA-Calibrate

Starting Price: $995.00/one-time/user

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ndCurveMaster

SigmaLab Tomas Cepowski

ndCurveMaster is a specialized software designed for multivariable curve fitting. It automatically applies nonlinear regression equations to your datasets, which can consist of observed or measured values. The software supports curve and surface fitting in 2D, 3D, 4D, 5D, ..., nD dimensions. This means that no matter how complex your data is or how many variables it has, ndCurveMaster can handle it with ease. For example, ndCurveMaster can efficiently derive an optimal equation for a dataset with six inputs (x1 to x6) and an output Y, such as: Y = a0 + a1 · exp(x1)^-0.5 + a2 · ln(x2)^8 + ... + a6 · x6^5.2, to accurately match measured values. Utilizing machine learning numerical methods, ndCurveMaster automatically fits the most suitable nonlinear regression functions to your dataset and discovers the relationships between the inputs and output. This robust tool offers linear, polynomial, and nonlinear curve fitting, utilizes crucial validation and goodness-of-fit tests.

Starting Price: €289

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MATLAB

The MathWorks

MATLAB® combines a desktop environment tuned for iterative analysis and design processes with a programming language that expresses matrix and array mathematics directly. It includes the Live Editor for creating scripts that combine code, output, and formatted text in an executable notebook. MATLAB toolboxes are professionally developed, rigorously tested, and fully documented. MATLAB apps let you see how different algorithms work with your data. Iterate until you’ve got the results you want, then automatically generate a MATLAB program to reproduce or automate your work. Scale your analyses to run on clusters, GPUs, and clouds with only minor code changes. There’s no need to rewrite your code or learn big data programming and out-of-memory techniques. Automatically convert MATLAB algorithms to C/C++, HDL, and CUDA code to run on your embedded processor or FPGA/ASIC. MATLAB works with Simulink to support Model-Based Design.

10 Ratings

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Tableau

Salesforce

Tableau, now enhanced with AI-powered capabilities and integrated with Salesforce, is an advanced analytics platform that helps businesses turn data into actionable insights. With Tableau Next, users can unlock the full potential of their data by accessing trusted AI-driven analytics. Whether deployed in the cloud, on-premises, or natively within Salesforce CRM, Tableau enables seamless data integration, powerful visualizations, and collaboration. The platform is designed to support organizations of all sizes in making data-driven decisions, while fostering a Data Culture through easy-to-use, intuitive tools for analysts, business leaders, IT leaders, and developers alike.

7 Ratings

Starting Price: $75/user/month

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SPC for Excel

BPI Consulting, LLC

SPC for Excel Software simplifies statistical charting and analysis. SPC for Excel helps you identify problem areas, gain insights into your data, spot trends, solve problems and improve processes all in the familiar environment of Excel. Whether you are a seasoned Black Belt or a novice, interested in Lean Six Sigma, Quality or process improvements, this software is for you. Get all the techniques you need for your charting and analysis. Technical support is free and there are no yearly fees. Discounts for multiple users. Site and enterprise licenses are available. Process Capability analysis - to meet your customer needs Control Charts and Histograms - to manage your processes Gage R&R Studies – to validate your measurement system Problem Solving Tools (Pareto, histogram, scatter, and more) - to help your team solve problems Advanced Data Analysis Tools (DOE, ANOVA, distribution fitting, regression, hypotheses testing, and more) – to meet your advanced needs.

2 Ratings

Starting Price: $329/one-time/user

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JMP Statistical Software

JMP Statistical Discovery

JMP, data analysis software for Mac and Windows, combines the strength of interactive visualization with powerful statistics. Importing and processing data is easy. The drag-and-drop interface, dynamically linked graphs, libraries of advanced analytic functionality, scripting language and ways of sharing findings with others, allows users to dig deeply into their data, with greater ease and speed. Originally developed in the 1980’s to capture the new value in GUI for personal computers, JMP remains dedicated to adding cutting-edge statistical methods and special analysis techniques from a variety of industries to the software’s functionality with each release. The organization's founder, John Sall, still serves as Chief Architect.

1 Rating

Starting Price: $1320/year/user

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List & Label

combit

List & Label is a report generator for software developers to integrate reporting functions in their web, cloud and desktop applications. Made for development environments such as .NET, C#, Delphi, C++, ASP.NET, ASP.NET MVC, .NET Core etc. It is seamless to integrate, supports a huge variety of data sources and extends applications with extensive print, export and preview functions. With the WYSIWYG Report Designer, developers or end users create or edit different print templates for printing information that originates either from a database or another data source. In the Designer, you then have all the data at your disposal to prepare it for printing in different ways. The additionally included and entirely browser-based Web Report Designer for ASP.NET MVC offers more flexibility in development and is independent from printer drivers. Reports for web applications can be designed anywhere at any time in the browser of your choice.

1 Rating

Starting Price: €650/license

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ReminderDental

ReminderDental is the most powerful and affordable solution for communication with your dental patients. With the most customizable options for Appointment Confirmations, Broken Appointment Notices, Recall and Reactivation, Birthday, ASAP, Missed Appointments of any platform on the market, your automated communication never looked better. Multilingual support for calls and messages supported as well as filtering messages by procedure codes, operatory, or provider to enable pre / post op communication. Two way texting, review migration and generation, tools to help remote users, along with statistics that can help you grow your existing practice, expand, or simply collect on past due. Integrations for Open Dental, Dentrix, Easy Dental, PracticeWorks, Eaglesoft, and Dolphin.

1 Rating

Starting Price: $50/month

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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.

1 Rating

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Analytica

Lumina Decision Systems

BI tools provide beautiful dashboards and reports that allow users to explore patterns in historical data. And past data can lead to insights. But it can never be prescriptive. Knowledge about what could happen, especially in unprecedented situations, and how to make it happen can only be achieved with Model-Driven decision-making. Analytica is a unique visual software environment for building, exploring, and sharing quantitative decision models that generate prescriptive results. Transcend cumbersome spreadsheets. Analytica’s scalability, power, flexibility, and clarity will be a revelation. Build transparent models using Analytica in a fraction of the time needed for procedural languages like R or Python. Get insights not just numbers. Use agile modeling to create models for effective business decision-making. Estimate risk and uncertainty using efficient probabilistic simulation. Smart sensitivity analysis shows what matters and why.

1 Rating

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Posit

Posit builds tools that help data scientists work more efficiently, collaborate seamlessly, and share insights securely across their organizations. Its Positron code editor provides the speed of an interactive console combined with the power to build, debug, and deploy data-science workflows in Python and R. Posit’s platform enables teams to scale open-source data science, offering enterprise-ready capabilities for publishing, sharing, and operationalizing applications. Companies rely on Posit’s secure infrastructure to host Shiny apps, dashboards, APIs, and analytical reports with confidence. Whether using open-source packages or cloud-based solutions, Posit supports reproducible, high-quality work at every stage of the data lifecycle. Trusted by millions of users—and more than half of the Fortune 100—Posit empowers professionals across industries to innovate with data.

1 Rating

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Simul8

Simul8 Corporation

Decision making happens every day, at every level, in every business. Make your best decisions, every time - and deliver serious impact fast - with Simul8. Simulation software so intuitive, fast and effective youll use it every day. Base decisions on truth, not hunches. Understand and maximize flow. Reveal and inspire new ways to operate. Forecast and plan with confidence. Challenge the status quo. It's all possible with Simul8. Whatever your priorities and ambitions, Simul8 is designed to rapidly unlock significant value and drive a serious, positive impact across your organization from day one. From decisions that save millions, to saving lives, organizations in every industry are driving transformative changes with Simul8. We’re proud to support and celebrate world-changers — people and organizations who are using simulation to make a real impact on social, health and environmental issues.

Starting Price: $250 per user per month

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NumXL

SPIDER FINANCIAL CORP

NumXL is a suite of time series Excel add-ins. It transforms your Microsoft Excel application into a first-class time series software and econometrics tool, offering the kind of statistical accuracy provided by far more expensive statistical packages. NumXL integrates natively with Excel, adding scores of econometric functions, a rich set of shortcuts, and intuitive user interfaces to guide you through the entire process. (1) Summary Statistics - Gini, Hurst, KDE, etc. (2) Statistical Testing - Normality, Stationarity, cointegration, etc. (3) Brown's, Holt's & Winter's exponential smoothing (4) ARMA/ARIMA/SARIMA & X12ARIMA (5) ARMAX/SARIMA-X (6) GARCH, E-GARCH & GARCH-M

Starting Price: $25/user/month

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XLSTAT

Lumivero

Transform your data analysis with XLSTAT — the ultimate statistics software that more than 150,000 users across 120+ countries rely on! With XLSTAT, you can easily explore, predict, visualize, customize, and share your results without ever leaving Microsoft Excel. And with advanced features devoted to sensory analysis, marketing, life sciences, and quality, XLSTAT lets you unlock the full potential of your data from day one. XLSTAT is a powerful yet flexible Excel data analysis add-on that allows users to analyze, customize and share results within Microsoft Excel. With over 240 standard to advanced statistical features available, XLSTAT is the preferred tool for statistical analysis in businesses and universities, large and small, and for 100,000+ users in over 120 countries across the world.

Starting Price: $275.00/year/user

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Stata

StataCorp LLC

Stata delivers everything you need for reproducible data analysis—powerful statistics, visualization, data manipulation, and automated reporting—all in one intuitive platform. Stata is fast and accurate. It is easy to learn through the extensive graphical interface yet completely programmable. With Stata's menus and dialogs, you get the best of both worlds. You can easily point and click or drag and drop your way to all of Stata's statistical, graphical, and data management features. Use Stata's intuitive command syntax to quickly execute commands. Whether you enter commands directly or use the menus and dialogs, you can create a log of all actions and their results to ensure the reproducibility and integrity of your analysis. Stata also has complete command-line scripting and programming facilities, including a full matrix programming language. You have access to everything you need to script your analysis or even to create new Stata commands.

Starting Price: $48.00/6-month/student

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Askia

Askia builds technology to help understand and predict human behaviour. It is the technology partner of choice for visionary market research agencies, including large global networks (Ipsos, GfK, Kantar TNS, BVA, Hall & Partners), mid-sized independents and small agencies with just a handful of employees. Many of these companies have built their research systems around Askia technology, with APIs and automation at the centre. Askia provides software for data collection and reporting as well as professional services. Data Collection: - Online (no cost per complete) - CATI – VoIP, IVR, inbound, monitoring, recording & playback - CAPI (iOS, Android – Mobile/Tablet) – offline interviewing - Mixed-mode (switch-mode) – advanced data collection projects - API integrations (web services) Reporting: - Data processing - Tracker management - Analytics (online and offline) - Tabulation (online and offline) - Dashboards (online)

Starting Price: $300 per month per user

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Sheetgo

Sheetgo Europe

Sheetgo is the no-code automation tool for teams. Create custom workflows to collect, manage and share data — all from a spreadsheet. From inventory management and financial forecasting to sales tracking and student attendance monitoring, you can build a tailor-made, automated system for any business process. Sheetgo works with Google Sheets, Excel and CSV files. Say goodbye to manual work and create an automated workflow today at sheetgo.com.

Starting Price: $20/user/month

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MatDeck

LabDeck

MatDeck is a universal, technical software for Mathematics, Science, Engineering, Chemistry, Coding, Databases and many other uses. Our software offers a complete Python IDE; thousands of mathematical functions; a drag and drop GUI Designer and various visualization tools, all embedded within a cutting-edge, live document for an inexpensive and professional computing environment.

Starting Price: Free

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jamovi

Spreadsheet software providing a range of statistical analyses.

Starting Price: Free

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EngineRoom

MoreSteam

EngineRoom powers process improvement with a complete set of problem-solving tools. EngineRoom combines graphical, statistical, and modeling tools for organizing and managing your projects. Analyze your data, manage projects, and map and model processes. Using EngineRoom's intuitive drag-and-drop interface, you can avoid the steep learning curve of desktop data analysis software. EngineRoom includes interactive, patented wizards for both hypothesis testing and design of experiments (DOE) that step you through how to properly analyze your data and clearly report your results. With no installation on client desktops, complex licensing files, or dedicated hard drive storage to manage, you can instantly get up and running. Access your projects from any web browser by signing into your account. When you return to your projects from anywhere, your data and results are saved just the way you left them.

Starting Price: $449 per year

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RiskAMP

RiskAMP is a full-featured Monte Carlo simulation engine for Microsoft Excel®, designed to integrate seamlessly with Excel’s interface and functions. The RiskAMP Add-in offers a complete toolkit for adding risk analysis to your spreadsheet models, making it quick and easy at a fraction of the price of competing packages. With deep integration into Excel, it features an integrated ribbon toolbar, VBA scripting support, automatic charts, and graphs. RiskAMP 6 introduces new functionalities such as the PERT distribution for cost and project modeling, more than 40 random distributions including correlated multivariate ones, and automatic histogram and correlation charts. The tool supports Latin Hypercube sampling, Las Vegas simulation algorithms, and distribution fitting, along with native support for Windows on ARM. RiskAMP is compatible with Excel versions from 2013 to 365 (32-bit and 64-bit), and a browser-based risk platform called RiskAMP Web is also available.

Starting Price: $16.95 per month

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FlexSim

FlexSim Software Products, Inc.

FlexSim is a problem solving tool that allows you to accurately answer any question about your business. It's powerful simulation software, built from the ground up to make simulation as easy as possible, without sacrificing an ounce of function or visual appeal. You can create beautiful, detailed models that deliver results yet make an impact in the way spreadsheets or charts never could, and you can do it all in just minutes with drag-and-drop controls and easy-to-use features.

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SAS Business Intelligence

SAS Institute

Get the right information to anyone who needs it. Integrate and discover data on your own. Create and share interactive reports. Spark your curiosity with easy-to-use analytics. And monitor key metrics so when something goes awry, you'll know why – and what to do about it. Quickly gain insights using automated analysis backed by machine learning, with easy-to-understand natural language explanations. Visually explore all relevant data, and quickly spot hidden relationships. Compelling visuals help you quickly grasp what the data has to tell you. Interactive visualizations backed by analytics are explained in terms everyone can understand. Compelling visuals help you quickly grasp what the data has to tell you. Interactive visualizations backed by analytics are explained in terms everyone can understand. No matter your skill level, you can ask tough questions. Easily explore, create and share. Follow your instincts. No need to engage IT.

Starting Price: $8000 per year

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XLfit

IDBS

Industry-standard models built-in with support for designing and sharing your own models. XLfit® is a Microsoft® Excel add-in for Windows that brings the power of scientific mathematics and statistics to Excel, together with supporting charting capabilities. XLfit is the leading statistical and curve fitting package for Excel and is used by the world’s leading pharmaceutical, chemical, engineering industries, and research institutions and is validated by the National Physical Laboratory (NPL). There are over 70 out-of-the-box models for both linear and nonlinear curve fitting available in XLfit, including all commonly used models for describing data from drug discovery-related experiments. An unlimited number of custom or user-defined models may be added. Linear and nonlinear modelling, interactive 3D and 2D charting, automatic and interactive point knock out. Features every scientist needs out of the box.

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Analyse-it

Analyse-it Software

The powerful statistical modelling & analysis you'd expect from an expensive statistics package. Includes multiple regression & model-fitting, ANOVA, ANCOVA, multiple comparisons, principal component analysis (PCA), factor analysis & hypothesis testing and other tools for exploratory data analysis. Statistical process control and quality improvement tools to meet customer expectations and keep them satisfied. Meet regulatory compliance demands with analytical and diagnostic method validation and verification. All the power of Analyse-it, combining all the features of the other editions. We've developed statistical software for more than 25 years, have a reputation for high-quality software, and have worked worked with some large companies on the back of that solid reputation.

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Alteryx

Step into a new era of analytics with the Alteryx AI Platform. Empower your organization with automated data preparation, AI-powered analytics, and approachable machine learning — all with embedded governance and security. Welcome to the future of data-driven decisions for every user, every team, every step of the way. Empower your teams with an easy, intuitive user experience allowing everyone to create analytic solutions that improve productivity, efficiency, and the bottom line. Build an analytics culture with an end-to-end cloud analytics platform and transform data into insights with self-service data prep, machine learning, and AI-generated insights. Reduce risk and ensure your data is fully protected with the latest security standards and certifications. Connect to your data and applications with open API standards.

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Develve

Develve Statistical Software

Statistical software for fast and easy interpretation of experimental data in science and R&D in a technical environment. This statistical package helps with analysis and prevents making false assumptions. In short it makes statistics faster and easier, suitable for fewer experience users but advanced enough for more demanding users. Develve has no deep hidden menus, everything is directly accessible and the results are directly visible, to improve productivity. For instance, the result graphs are easily scrollable and with a click on a graph a bigger version will pop up. Develve clearly indicates when two variables are significantly different, and if the sample size is big enough to prevent false assumptions. For a Design of Experiments Develve helps to create a test matrix. When a factor is not in balance Develve will detect this. This program can help to develop a robust product with high quality, this makes Develve an excellent Six sigma toolbox.

Starting Price: $75 one-time payment

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Best Statistical Analysis Software for Startups

Compare the Top Statistical Analysis Software for Startups as of December 2025

What is Statistical Analysis Software for Startups?

BrandMap® 10

Omniscope Evo

DataMelt

SPC-PC IV Explorer

ndCurveMaster

MATLAB

Tableau

SPC for Excel

JMP Statistical Software

List & Label

ReminderDental

Minitab Statistical Software

Analytica

Posit

Simul8

NumXL

XLSTAT

Stata

Askia

Sheetgo

MatDeck

jamovi

EngineRoom

RiskAMP

FlexSim

SAS Business Intelligence

XLfit

Analyse-it

Alteryx

Develve

Best Statistical Analysis Software for Startups

Compare the Top Statistical Analysis Software for Startups as of December 2025

What is Statistical Analysis Software for Startups?

BrandMap® 10

Omniscope Evo

DataMelt

SPC-PC IV Explorer

ndCurveMaster

MATLAB

Tableau

SPC for Excel

JMP Statistical Software

List & Label

ReminderDental

Minitab Statistical Software

Analytica

Posit

Simul8

NumXL

XLSTAT

Stata

Askia

Sheetgo

MatDeck

jamovi

EngineRoom

RiskAMP

FlexSim

SAS Business Intelligence

XLfit

Analyse-it

Alteryx

Develve

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