Best Stata Alternatives in 2026
The top Stata alternatives are R, IBM SPSS Statistics and SAS Advanced Analytics: 15 statistical analysis software our editors would look at instead of Stata, in our ranking order.
Stata: A broad, scriptable desktop environment for professional and reproducible applied analysis. Where it falls short: no free plan; published academic pricing requires university affiliation proof.
Switching from Stata? For most statistical analysis software buyers the best Stata alternative is R, built for broad, extensible statistical computing.
Why People Look for a Stata Alternative
- No free plan; published academic pricing requires university affiliation proof
- Desktop deployment may not suit browser-first or cloud-only workflows
- Higher-tier MP editions cost more as core counts increase
- No free plan — 6 of the alternatives below have it
Quick Picks by What You Need
All 15 Stata Alternatives, Ranked
Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. Bought places stand at the number bought; this page and our disclosure say so. Paying vendors may get a fuller, more detailed review from our editors, and that review can change their score. How we rank.
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Best forBroad, extensible statistical computing
- Better than Stata:
- Free plan
- Editor score 9.4 vs 9.3
A free, programmable environment for statistical analysis, modeling, visualization, and data import.
- Regression models
- Statistical tests
- Scripting support
9.4/10★★★★★Visit R -
Best forEstablished all-purpose statistical analysis
A broad desktop statistics suite with testing, modeling, forecasting, reporting, and R/Python integration.
- Regression models
- Statistical tests
- Scripting support
9.2/10★★★★★Visit IBM SPSS -
Best forEnterprise predictive modeling and forecasting
A broad SAS Viya analytics platform for enterprise modeling, forecasting and model operations.
9.1/10★★★★★Visit SAS -
Best forFree Bayesian and frequentist analysis
- Better than Stata:
- Free plan
A free desktop statistics package combining drag-and-drop analysis with R-based workflows.
- Bayesian analysis
- Regression models
- Statistical tests
9.0/10★★★★☆Visit JASP -
Best forAccessible analysis with R extensibility
- Better than Stata:
- Free plan
Accessible point-and-click statistics with R extensibility and reproducible projects.
- Bayesian analysis
- Regression models
- Statistical tests
8.9/10★★★★☆Visit jamovi -
Best forOrganizations needing deep SAS statistical procedures
A broad SAS toolkit for organizations that need advanced statistical procedures.
- Bayesian analysis
- Regression models
- Statistical tests
8.8/10★★★★☆Visit SAS -
Best forInteractive quality and experimental analysis
A mature desktop option for interactive quality and experimental analysis.
- Regression models
- Statistical tests
- Scripting support
8.7/10★★★★☆Visit JMP -
Best forAdvanced econometrics and time series
- Better than Stata:
- Free plan
A focused desktop suite for advanced econometrics, time-series analysis, and forecasting.
- Bayesian analysis
- Regression models
- Statistical tests
8.6/10★★★★☆Visit EViews -
Best forPublication-ready biomedical statistics
A focused statistics and graphing suite for publication-ready biomedical research.
- Regression models
- Statistical tests
- Scripting support
8.5/10★★★★☆Visit GraphPad Prism -
Best forEnterprise visual modeling and statistical exploration
A visual and programmable modeling environment for teams developing and assessing statistical models.
- Regression models
- Statistical tests
- Scripting support
8.4/10★★★★☆Visit SAS -
Best forIndustrial quality and process analytics
A broad statistical toolkit for industrial quality teams with a high annual starting price.
- Bayesian analysis
- Regression models
- Statistical tests
8.3/10★★★★☆Visit Minitab -
Best forStatistical analysis with Spotfire deployment
A broad statistical toolkit with scripting, R integration, and Spotfire deployment.
- Regression models
- Statistical tests
- Scripting support
8.2/10★★★★☆Visit Spotfire -
Best forBroad Windows statistical and quality analysis
A broad Windows toolkit for statistics, quality analysis, modeling, and machine learning.
- Regression models
- Statistical tests
- Scripting support
8.1/10★★★★☆Visit Statgraphics -
Best forFree ecological and multivariate analysis
- Better than Stata:
- Free plan
A free desktop package for ecological, biological and multivariate analysis.
- Regression models
- Statistical tests
- Scripting support
8.0/10★★★★☆Visit PAST -
Best forFree SPSS-compatible desktop analysis
- Better than Stata:
- Free plan
A free, SPSS-compatible desktop tool for repeatable statistical analysis.
- Regression models
- Statistical tests
- Scripting support
7.9/10★★★★☆Visit GNU PSPP
Stata Alternatives: Common Questions
What is the best alternative to Stata?
R: #1 in our Statistical Analysis Software ranking, with an editor score of 9.4 out of 10. A free, programmable environment for statistical analysis, modeling, visualization, and data import.
Is there a free alternative to Stata?
Yes. R, JASP, jamovi, EViews and PAST have a free plan or a free tier (6 of the 15 alternatives on this page).
Why do people look for Stata alternatives?
No free plan; published academic pricing requires university affiliation proof; Desktop deployment may not suit browser-first or cloud-only workflows; Higher-tier MP editions cost more as core counts increase.
How do I switch from Stata?
Export your data from Stata (most tools have an export in their settings). Sign up for the alternative; start on its free plan or trial if it has one. Import your export and set up the integrations your team relies on. Run both side by side for a short while, then cancel Stata.
How to Switch from Stata
- Export your data from Stata (most tools have an export in their settings).
- Sign up for the alternative; start on its free plan or trial if it has one.
- Import your export and set up the integrations your team relies on.
- Run both side by side for a short while, then cancel Stata.
Stata vs Each Alternative
| # | Tool | Free plan | Paid from | Deployment | Statistical tests | Regression models | Scripting support | Score |
|---|---|---|---|---|---|---|---|---|
| 2 | Stata | No | $175/user/yr | Desktop | Yes | Yes | Yes | 9.3 |
| 1 | R | Yes | Free | Desktop | Yes | Yes | Yes | 9.4 |
| 2 | IBM SPSS Statistics | No | Desktop | Yes | Yes | Yes | 9.2 | |
| 3 | SAS Advanced Analytics | 9.1 | ||||||
| 4 | JASP | Yes | Free | Desktop | Yes | Yes | Yes | 9.0 |
| 5 | jamovi | Yes | Both | Yes | Yes | Yes | 8.9 | |
| 6 | SAS/STAT | Both | Yes | Yes | 8.8 | |||
| 7 | JMP | No | Desktop | Yes | Yes | Yes | 8.7 | |
| 8 | EViews | Yes | $700 one-time | Desktop | Yes | Yes | Yes | 8.6 |
| 9 | GraphPad Prism | No | $142/user/yr | Both | Yes | Yes | Yes | 8.5 |
| 10 | SAS Visual Statistics | Cloud | Yes | Yes | Yes | 8.4 | ||
| 11 | Minitab Statistical Software | No | $2,394/user/yr | Both | Yes | Yes | Yes | 8.3 |
| 12 | Statistica | No | Both | Yes | Yes | Yes | 8.2 | |
| 13 | Statgraphics Centurion | No | Desktop | Yes | Yes | Yes | 8.1 | |
| 14 | PAST | Yes | Free | Desktop | Yes | Yes | Yes | 8.0 |
| 15 | GNU PSPP | Yes | Free | Desktop | Yes | Yes | Yes | 7.9 |
Head-to-Head
- Stata vs R
- Stata vs IBM SPSS Statistics
- Stata vs SAS Advanced Analytics
- Stata vs JASP
- Stata vs jamovi
- Stata vs SAS/STAT
Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
Last updated · How we research and update