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Best Statistical Analysis Software in 2026 — page 4

  1. 76

    SAS Visual Analytics

    by SAS Visual Analytics
    Free trial AndroidiPhoneSelf-hosted+2

    SAS Visual Analytics brings data exploration, reporting, and predictive analysis into a hybrid deployment.

    6.3 Pricing on request Visit site
  2. 77

    Copulas.jl

    Free plan

    Copulas.jl provides a broad copula toolkit, including modeling, fitting, diagnostics, conditioning, transforms, and visualization.

    6.3 Free plan Visit site
  3. 78

    IDCeMPy

    Free plan

    IDCeMPy offers specialized inflated-choice models alongside standard alternatives and model diagnostics.

    6.3 Free plan Visit site
  4. 79

    partycls

    Free plan Linux

    partycls offers a focused toolkit for descriptor-based particle clustering and trajectory analysis.

    6.3 Free plan Visit site
  5. 80

    GraphPad Prism

    by GraphPad Prism
    Free trial MacWindows

    GraphPad Prism provides statistical analyses, graphing controls, scripting, and collaborative cloud workspaces for Windows and Mac.

    6.2 From $142/user/yr Visit site
  6. 81

    SAS Visual Statistics

    Free trial Self-hostedWeb

    SAS Visual Statistics combines interactive modeling, collaboration, broad imports, and multiple programming interfaces.

    6.2 Pricing on request Visit site
  7. 82

    NumXL

    by NumXL
    Free trial APISelf-hostedWindows

    NumXL adds substantial time-series and econometric capabilities to Excel while preserving spreadsheet-linked results.

    6.2 14-day trial Visit site
  8. 83

    ClusterValidityIndices.jl

    Free plan Linux

    ClusterValidityIndices.jl provides a broad set of clustering validity measures for batch and online evaluation.

    6.2 Free plan Visit site
  9. 84

    workloopR

    Free plan Linux

    workloopR offers analysis and batch-processing functions for several muscle physiology experiment types.

    6.2 Free plan Visit site
  10. 85

    Black-it

    Free plan Linux

    Black-it provides calibration and optimization tools for agent-based simulations, with extensible interfaces and parallel execution.

    6.2 Open source Visit site
  11. 86

    Statgraphics Centurion

    by Statgraphics Centurion
    Free trial Windows

    Statgraphics Centurion offers a broad Windows statistical toolkit with scripting, external-language integration, and explanatory output.

    6.1 30-day trial Visit site
  12. 87

    R-fitODBOD

    Free plan

    R-fitODBOD provides a focused set of binomial and mixture models with several estimation and comparison measures.

    6.1 Free plan Visit site
  13. 88

    NCSS

    by NCSS
    Free trial Windows

    NCSS provides a broad Windows toolkit for statistical procedures, data preparation, plots, and scripting.

    6.0 From $349/user/yr · 30-day trial Visit site
  14. 89

    rmcmc

    Free plan

    rmcmc offers configurable MCMC sampling with adaptation, diagnostics-ready output, and optional Stan integration.

    6.0 Free plan Visit site
  15. 90

    LISREL

    by LISREL
    Free trial Windows

    LISREL combines structural equation modeling with broader statistical and modeling tools, including imputation and export options.

    5.9 14-day trial Visit site
  16. 91

    Analyse-it Method Validation Edition

    by Analyse-it Method Validation Edition
    Free trial Windows

    This edition brings broad method-validation statistics into existing Excel workbooks.

    5.9 From $475/user/yr · 15-day trial Visit site
  17. 92

    SigmaStat

    Free trial Windows

    SigmaStat combines broad statistical methods with guided test selection, scripting, extensive imports, and report exports. Check the Windows desktop requirement and paid licensing before choosing it.

    5.9 30-day trial Visit site
  18. 93

    MedCalc

    by MedCalc
    Paid WindowsMacLinux

    MedCalc combines statistical tests, regression, scripting, and broad file import support in a desktop package. Its paid licenses span individual users, concurrent network access, and site deployment.

    5.8 From $179/user/yr · 15-day trial Visit site
  19. 94

    Mplus

    by Mplus
    Paid WindowsMacLinux

    Mplus offers a broad statistical modeling base with optional mixture and multilevel capabilities. Buyers choose among student, university, or commercial licensing and pay separately for add-ons.

    5.8 From $195 Visit site
  20. 95

    RATS

    by RATS
    Paid WindowsMacLinux

    RATS offers broad statistical capabilities, scripting, Bayesian analysis, and numerous data-import routes in a desktop package.

    5.8 From $300 · 21-day trial Visit site
  21. 96

    XLfit

    Free trial Windows

    XLfit combines extensive curve-fitting options with Excel-based analysis and chart editing. Its paid, Windows-only delivery and per-PC academic licensing are important purchasing considerations.

    5.8 From $350 Visit site
  22. 97

    JMP

    by JMP
    Paid WindowsMac

    JMP offers a desktop statistical-analysis workflow with scripting and extensive import support. Check platform requirements and the unlisted subscription price before choosing it.

    5.7 30-day trial Visit site
  23. 98

    Minitab Statistical Software

    Paid Web

    Minitab Statistical Software combines established statistical methods with web and desktop access through bundled Solution Center plans.

    5.6 From $2,394/user/yr · 14-day trial Visit site
  24. 99

    Design-Expert

    by Design-Expert
    Paid WindowsMac

    Design-Expert provides a focused desktop environment for statistical testing and regression modeling with two listed import formats.

    5.6 Pricing on request · 14-day trial Visit site
  25. 100

    Genstat

    by Genstat
    Paid Windows

    Genstat combines extensive statistical methods, scripting and data handling in a Windows desktop application. Its paid licensing and Windows requirement matter when choosing it.

    5.5 From £375 Visit site