Best Statistical Analysis Software in 2026
Updated
106 statistical analysis software ranked on what their makers publish — plans and prices, free tiers, platforms and the facts on their own pages.
106ranked
2free plans on this page
$350/molowest paid tier
4 Oct 2026last checked
Statistical Analysis Software, one module each. A lit port is something its maker publishes; 0 of the 25 on this page have a public API.
- 51 XLfit API not on recordOSS not on recordFREE not on recordDOCS 5.7$350/mo
- 52 pyabc API not on recordOSS not on recordFREE not on recordDOCS 5.7
- 53 Chi API not on recordOSS not on recordFREE not on recordDOCS 5.7
- 54 KonFound-It! API not on recordOSS not on recordFREE not on recordDOCS 5.7
- 55 Hypothesize API not on recordOSS not on recordFREE not on recordDOCS 5.7
- 56 BayesFlow API not on recordOSS not on recordFREE not on recordDOCS 5.7
- 57 BCEA API not on recordOSS not on recordFREE not on recordDOCS 5.7
- 58 Buddi API not on recordOSS not on recordFREE yesDOCS 5.7Free
- 59 Fitspy API not on recordOSS not on recordFREE not on recordDOCS 5.6
- 60 RxInfer.jl API not on recordOSS not on recordFREE not on recordDOCS 5.6
- 61 rsimsum API not on recordOSS not on recordFREE not on recordDOCS 5.6
- 62 4DModeller API not on recordOSS not on recordFREE not on recordDOCS 5.6
- 63 autorank API not on recordOSS not on recordFREE not on recordDOCS 5.6
- 64 BridgeStan API not on recordOSS not on recordFREE not on recordDOCS 5.6
- 65 Copulas.jl API not on recordOSS not on recordFREE not on recordDOCS 5.5
- 66 gratia API not on recordOSS not on recordFREE not on recordDOCS 5.5
- 67 Phitter API not on recordOSS not on recordFREE not on recordDOCS 5.5
- 68 MBPLS API not on recordOSS not on recordFREE not on recordDOCS 5.4
- 69 TorchMetrics API not on recordOSS not on recordFREE not on recordDOCS 5.4
- 70 hal9001 API not on recordOSS not on recordFREE not on recordDOCS 5.4
- 71 IDCeMPy API not on recordOSS not on recordFREE not on recordDOCS 5.4
- 72 stemflow API not on recordOSS not on recordFREE not on recordDOCS 5.4
- 73 FuzzyClass API not on recordOSS not on recordFREE not on recordDOCS 5.4
- 74 MATLAB Grader API not on recordOSS not on recordFREE yesDOCS 5.4Free
- 75 ExpFamilyPCA.jl API not on recordOSS not on recordFREE not on recordDOCS 5.3
Compare all 25 in a table
| # | Platform | Score | Free plan | From | Free plan | Paid from | Deployment | Statistical tests |
|---|---|---|---|---|---|---|---|---|
| 51 | XLfit | 5.7 | No | $350/mo | No | — | desktop | Yes |
| 52 | pyabc | 5.7 | No | — | Yes | — | desktop | — |
| 53 | Chi | 5.7 | No | — | Yes | — | desktop | — |
| 54 | KonFound-It! | 5.7 | No | — | Yes | — | both | Yes |
| 55 | Hypothesize | 5.7 | No | — | Yes | — | desktop | Yes |
| 56 | BayesFlow | 5.7 | No | — | Yes | — | desktop | No |
| 57 | BCEA | 5.7 | No | — | Yes | — | desktop | No |
| 58 | Buddi | 5.7 | Free plan | Free | Yes | — | desktop | — |
| 59 | Fitspy | 5.6 | No | — | Yes | — | desktop | — |
| 60 | RxInfer.jl | 5.6 | No | — | Yes | — | desktop | — |
| 61 | rsimsum | 5.6 | No | — | Yes | — | desktop | Yes |
| 62 | 4DModeller | 5.6 | No | — | Yes | — | both | — |
| 63 | autorank | 5.6 | No | — | Yes | — | desktop | Yes |
| 64 | BridgeStan | 5.6 | No | — | Yes | — | desktop | No |
| 65 | Copulas.jl | 5.5 | No | — | Yes | — | desktop | Yes |
| 66 | gratia | 5.5 | No | — | Yes | — | desktop | Yes |
| 67 | Phitter | 5.5 | No | — | Yes | — | both | Yes |
| 68 | MBPLS | 5.4 | No | — | Yes | — | — | — |
| 69 | TorchMetrics | 5.4 | No | — | Yes | — | — | No |
| 70 | hal9001 | 5.4 | No | — | Yes | — | desktop | — |
| 71 | IDCeMPy | 5.4 | No | — | Yes | — | desktop | Yes |
| 72 | stemflow | 5.4 | No | — | Yes | — | desktop | — |
| 73 | FuzzyClass | 5.4 | No | — | Yes | — | desktop | No |
| 74 | MATLAB Grader | 5.4 | Free plan | Free | Yes | — | — | — |
| 75 | ExpFamilyPCA.jl | 5.3 | No | — | Yes | — | — | — |
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