18.0
Statistics software with Windows, Mac and Linux versions, plus API access and self-hosting.
APILinuxmacOS
Best Statistical Analysis Software in 2026
IBM SPSS Statistics leads this chart of 106 (8.0/10). Stata is next (7.8/10), and jamovi is the highest-placed with a free plan (7.8/10). Statistical analysis software helps you examine data with statistical tests, regression models, and other methods. Your choice depends on the analyses you need and the platforms you can use. If you plan to work from a Xiaomi, Redmi, or POCO device, check for Android support directly; the platform details here do not establish that an app runs on Android. Compare deployment options, scripting support, data import…
27.8
Stata is a locally installed desktop platform for data management, exploration, visualization, statistical analysis, reporting, and reproducible work.
LinuxmacOSWindows
37.8
A free statistical analysis app for Windows, Mac and Linux, with a web version, tests and regression models.
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
Mac and Windows software for statistical analysis, with a free trial available.
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
Android app for analytics, with web, Windows, and self-hosted options.
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
- 246.9Free plan
- 256.9Free plan
Choosing well
Which statistical analyses does it support?
Start with the statistical tests, regression models, and Bayesian analysis you need. Compare those capabilities before choosing a tool, since the available methods vary by product.
For examples to investigate, jamovi, JASP, Stata, and R are included in this directory. Check each product's details for the methods you need.
Can I use it on an Android phone or tablet?
Check the product's platform information for Android specifically. A web, Windows, macOS, Linux, or self-hosted option does not by itself confirm Android app support.
If you plan to use a Xiaomi, Redmi, or POCO device, verify whether the workflow you need works on that device before committing.
Where can I run the software?
Compare deployment choices with your setup. The platforms tracked here include Windows, Linux, macOS, web, self-hosted, and API options.
If you need to switch between a computer and a browser, confirm that the product supports the platforms you intend to use.
What should I check about scripts and data?
Check scripting support and data import formats against your existing workflow. These details matter if you need to repeat analyses or bring in files from another tool.
Also confirm that the product supports the regression models and statistical tests relevant to your work.
Can I use it for free, and what does paid access cost?
Compare the free-plan details and the paid starting price for each product. A free plan and a free trial are different, so check which option is available and what it covers.
SAS/STAT is listed with pricing on request and a free trial; GNU PSPP, gretl, and StatsDirect are listed with free plans.
Questions people ask
What statistical analysis software can I use on Android?
Check each product's platform details for Android support. A web version or support for desktop platforms does not confirm that an Android app is available.
Which statistical software has a free plan?
The directory tracks whether a product has a free plan. GNU PSPP, gretl, and StatsDirect are listed with free plans; check product details for current terms.
What is the difference between a free plan and a free trial?
A free plan and a free trial are separate pricing options. Check the product's details to see which it offers and what access includes.
Which platforms should I compare for statistical software?
Compare Windows, Linux, macOS, web, self-hosted, and API availability with the devices and workflow you plan to use.
How do I choose statistical software for regression and Bayesian analysis?
Check the product's supported regression models and Bayesian analysis options, then compare its statistical tests and scripting support.