Statistical Analysis Software
Alternatives to Stata
Stata combines data management, visualization, statistical testing, reporting, and reproducibility in one desktop application. Researchers can use regression, time-series, panel-data, survival, causal, Bayesian, and machine-learning methods, with scripting, database connections, broad imports, and exports for reports and graphs. It runs on Linux, macOS, and Windows. A free plan and trial are available, while paid access starts at $175/user/yr; Stata also states that there are no extra modules or hidden costs.
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IBM SPSS Statistics IBM lists marketing, sales, healthcare, market research, government, and supply chain as use cases.
From $79/mo Free trial Windows · macOS · Linux · API9.3 Visit Specs - 02
jamovi jamovi suits students, researchers, and others who need statistical analysis without writing code.
Free plan Web · Windows · macOS · Linux8.9 Visit Specs - 03 SAS/STAT
SAS/STAT suits analysts working on statistical methods across specialized or enterprise-wide analytics.
Free trial Web · Windows · macOS · Linux8.9 Visit Specs - 04 EViews
It suits researchers, corporations, government agencies and students doing statistical, econometric, forecasting or modeling work.
From $59.95/mo Free plan Windows · macOS8.9 Visit Specs - 05
GraphPad Prism Prism may suit researchers and other users who need statistical analysis and configurable graph exports on Windows or Mac.
From $11.83/mo Free trial Windows · macOS8.9 Visit Specs - 06 R
R suits people who need a free environment for statistical computing, graphics, tests, regression, and scripting.
Free plan Windows · macOS8.8 Visit Specs - 07
JASP JASP suits people who need statistical analyses and reporting without learning programming.
Free plan Windows · macOS · Linux8.7 Visit Specs - 08 LatentGOLD
It suits researchers and analysts working with latent-variable, segmentation or choice models, particularly those using Windows.
Free plan Windows8.7 Visit Specs - 09 StatPlus
StatPlus suits researchers and professionals who need statistical analysis across the listed fields, especially those working with spreadsheet data.
From $60/mo Free trial Web · Windows · macOS · iOS8.7 Visit Specs - 10 NumXL Free trial Windows · API · Self-hosted8.6 Visit Specs
- 11 BlueSky Statistics
It suits analysts, trainers, students, and professors who need statistics and data science tools.
From $41.25/mo Free plan Windows · macOS8.6 Visit Specs - 12 GNU PSPP
It is aimed particularly at statisticians, social scientists, and students analyzing sampled data.
Free plan Windows · macOS · Linux8.5 Visit Specs - 13 gretl
gretl suits econometrics students and practitioners seeking a desktop tool for statistical and time-series analysis across major operating systems.
Free plan Windows · macOS · Linux8.5 Visit Specs - 14 NCSS From $29.08/mo Free trial Windows8.5 Visit Specs
- 15 BridgeStan Free plan Windows · macOS · Linux · API8.5 Visit Specs
- 16 StatsDirect
It suits frontline researchers, educators, and learners who need a broad set of statistical methods.
Free plan Windows · macOS8.4 Visit Specs - 17 Analyse-it Method Validation Edition From $39.58/mo Free trial Windows8.4 Visit Specs
- 18 SPM Free plan Windows · macOS · Linux8.4 Visit Specs
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SAS Visual Analytics SAS Visual Analytics suits analysts and teams that need interactive reporting, data preparation, and predictive analytics.
Free trial Web · Windows · iOS · Android8.4 Visit Specs - 20 Dataplot Free plan Windows · macOS · Linux8.4 Visit Specs
- 21 MCP Analytics Free trial Web · API8.4 Visit Specs
- 22 autorank Free plan Linux · API · Self-hosted8.4 Visit Specs
- 23 LISREL Free trial Windows8.3 Visit Specs
- 24 NeuroAnalyzer.jl Free plan Windows · macOS · Linux · Self-hosted8.3 Visit Specs
- 25 OApackage (Orthogonal Array Package) Free plan Windows · Linux · API · Self-hosted8.3 Visit Specs
- 26 SAS Visual Statistics
It suits analysts and programmers building statistical models collaboratively on SAS Viya.
Free trial Web · Self-hosted8.2 Visit Specs - 27 Statistica Free trial Web · Windows · Self-hosted8.2 Visit Specs
- 28 Statgraphics Centurion Free trial Windows8.2 Visit Specs
- 29 SciDAVis Free plan Windows · macOS · Linux8.2 Visit Specs
- 30 Chi Free plan Windows · macOS · Linux8.2 Visit Specs
Choosing instead of Stata
You might still seek another tool for a free or open-source workflow, web deployment, a different price, or a narrower modeling focus. Platform availability matters: several alternatives add web access, while others run only on Windows or desktop systems. Compare the statistical methods, scripting, Bayesian support, and data formats you need. Also consider whether you need Stata’s combined reporting and data-management workflow, or whether a simpler interface, specialized latent-variable modeling, or built-in procedures better matches your work.