18.0
IBM SPSS Statistics is desktop software for statistical analysis, data preparation, predictive modeling, and automated analysis.
APILinuxmacOS
Best Statistical Analysis Software in 2026
Statistical analysis tools help you examine data with methods suited to your questions and workflow. Compare regression models, Bayesian analysis, and statistical tests, then check data import formats and scripting support for how you work with datasets and repeat analyses. Deployment, free-plan availability, and paid-from pricing add practical considerations. jamovi, JASP, and Stata are among the entries to compare…
27.8
Stata is a locally installed desktop platform for data management, exploration, visualization, statistical analysis, reporting, and reproducible work.
LinuxmacOSWindows
37.8
jamovi is a free, open-source statistical analysis program for working with data on desktop or in a browser.
Free planWebWindowsmacOS
- 4
StatPlus
StatPlus provides statistical and graphical analysis for finance, biostatistics, economics, healthcare, and clinical research.
iOSWebmacOSWindows7.7 - 5
EViews
EViews is desktop software for statistical, time-series, forecasting, and modeling work, with tools presented through an object-oriented interface.
Free planmacOSWindows7.6From $59.95 a month - 6
SAS/STAT
SAS/STAT is statistical analysis software for specialized and enterprise-wide analytics.
WebLinuxmacOSSelf-hosted7.5 - 7
LatentGOLD
LatentGOLD is Windows desktop software for latent class and profile analysis, finite mixture modeling, choice modeling, segmentation, clustering, and…
Free planWindows7.5Free plan - 8
BlueSky Statistics
BlueSky Statistics is a data management and analysis application for statistics, machine learning, visualization, quality engineering and Six Sigma work.
Free planmacOSWindows7.5From $495 a year - 9
GraphPad Prism
GraphPad Prism is paid statistical analysis and graphing software for Windows and macOS.
macOSWindows7.4From $142 a year - 10
JASP
JASP is free desktop software for statistical analysis through a graphical interface, so you can work without programming.
Free planLinuxmacOSWindows7.3Free plan - 11
SAS Visual Analytics
SAS Visual Analytics is data visualization and business intelligence software for exploring data, creating interactive reports and dashboards, and finding insights.
AndroidiOSWebSelf-hosted7.3 - 12
Avidemux
Free planOpen sourceWebLinuxmacOSWindows7.3Free plan - 13
SAS Visual Statistics
SAS Visual Statistics is a statistical modeling and visualization product on SAS Viya, designed to take users from raw data analysis toward strategic action.
WebSelf-hosted7.1 - 14
NCSS
Windows7.1From $349 a year - 15
StatCrunch
StatCrunch is web-based statistical software for analyzing data, sharing data sets, and creating reports.
AndroidiOSWeb7.1 - 16
GNU PSPP
GNU PSPP is a free program for statistical analysis of sampled data and a free replacement for SPSS.
Free planLinuxmacOSWindows7.0Free plan - 17
gretl
gretl is a free, open-source desktop package for econometric analysis, available for Linux, macOS and Windows.
Free planLinuxmacOSWindows7.0Free plan - 18
NumXL
APISelf-hostedWindows7.0 - 19
LISREL
Windows7.0 - 20
MCP Analytics
WebAPI7.0 - 21
BridgeStan
Free planAPILinuxmacOSSelf-hosted7.0Free plan - 22
MATLAB Grader
MATLAB Grader lets instructors create interactive MATLAB coding assignments and automatically grade submissions for formative assessments, quizzes, and exams.
Free planWebLinuxmacOSWindows7.0Free plan - 236.9From $475 a year
- 24
SPM
SPM is free, open-source desktop software for analyzing brain-imaging data from different cohorts and subject time series.
Free planLinuxmacOSWindows6.9Free plan - 25
Dataplot
Dataplot is a free desktop system for scientific visualization, statistical analysis, and nonlinear modeling.
Free planLinuxmacOSWindows6.9Free plan