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
1free plans on this page
$12/molowest paid tier
5 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.
- 76 IKPLS API not on recordOSS not on recordFREE not on recordDOCS 5.3
- 77 partition API not on recordOSS not on recordFREE not on recordDOCS 5.3
- 78 gwpopulation API not on recordOSS not on recordFREE not on recordDOCS 5.3
- 79 COINr API not on recordOSS not on recordFREE not on recordDOCS 5.3
- 80 eofs API not on recordOSS not on recordFREE not on recordDOCS 5.3
- 81 prisonbrief API not on recordOSS not on recordFREE yesDOCS 5.3Free
- 82 GPCERF API not on recordOSS not on recordFREE not on recordDOCS 5.2
- 83 forestci API not on recordOSS not on recordFREE not on recordDOCS 5.2
- 84 PyMS API not on recordOSS not on recordFREE not on recordDOCS 5.2
- 85 OApackage (Orthogonal Array Package) API not on recordOSS not on recordFREE not on recordDOCS 5.2
- 86 PyUnfold API not on recordOSS not on recordFREE not on recordDOCS 5.2
- 87 Grapher API not on recordOSS not on recordFREE not on recordDOCS 5.1$12/mo
- 88 partycls API not on recordOSS not on recordFREE not on recordDOCS 5.1
- 89 FitBenchmarking API not on recordOSS not on recordFREE not on recordDOCS 5.1
- 90 Stan Playground API not on recordOSS not on recordFREE not on recordDOCS 5.1
- 91 pycvi API not on recordOSS not on recordFREE not on recordDOCS 5.1
- 92 policytree API not on recordOSS not on recordFREE not on recordDOCS 5.0
- 93 philentropy API not on recordOSS not on recordFREE not on recordDOCS 5.0
- 94 sjmisc API not on recordOSS not on recordFREE not on recordDOCS 5.0
- 95 logKDE API not on recordOSS not on recordFREE not on recordDOCS 5.0
- 96 geopolrisk-py API not on recordOSS not on recordFREE not on recordDOCS 5.0
- 97 ClusterValidityIndices.jl API not on recordOSS not on recordFREE not on recordDOCS 4.9
- 98 R-fitODBOD API not on recordOSS not on recordFREE not on recordDOCS 4.8
- 99 BayesO API not on recordOSS not on recordFREE not on recordDOCS 4.8
- 100 concstats API not on recordOSS not on recordFREE not on recordDOCS 4.8
Compare all 25 in a table
| # | Platform | Score | Free plan | From | Free plan | Paid from | Deployment | Statistical tests |
|---|---|---|---|---|---|---|---|---|
| 76 | IKPLS | 5.3 | No | — | Yes | — | desktop | — |
| 77 | partition | 5.3 | No | — | Yes | — | desktop | Yes |
| 78 | gwpopulation | 5.3 | No | — | Yes | — | desktop | — |
| 79 | COINr | 5.3 | No | — | Yes | — | desktop | No |
| 80 | eofs | 5.3 | No | — | Yes | — | desktop | No |
| 81 | prisonbrief | 5.3 | Free plan | Free | — | — | desktop | — |
| 82 | GPCERF | 5.2 | No | — | Yes | — | desktop | — |
| 83 | forestci | 5.2 | No | — | Yes | — | — | No |
| 84 | PyMS | 5.2 | No | — | Yes | — | desktop | Yes |
| 85 | OApackage (Orthogonal Array Package) | 5.2 | No | — | Yes | — | desktop | No |
| 86 | PyUnfold | 5.2 | No | — | Yes | — | desktop | Yes |
| 87 | Grapher | 5.1 | No | $12/mo | No | $55/user/mo | — | — |
| 88 | partycls | 5.1 | No | — | Yes | — | desktop | — |
| 89 | FitBenchmarking | 5.1 | No | — | Yes | — | desktop | No |
| 90 | Stan Playground | 5.1 | No | — | Yes | — | cloud | No |
| 91 | pycvi | 5.1 | No | — | Yes | — | desktop | No |
| 92 | policytree | 5.0 | No | — | Yes | — | desktop | — |
| 93 | philentropy | 5.0 | No | — | Yes | — | desktop | — |
| 94 | sjmisc | 5.0 | No | — | Yes | — | desktop | No |
| 95 | logKDE | 5.0 | No | — | Yes | — | desktop | No |
| 96 | geopolrisk-py | 5.0 | No | — | Yes | — | desktop | No |
| 97 | ClusterValidityIndices.jl | 4.9 | No | — | Yes | — | desktop | — |
| 98 | R-fitODBOD | 4.8 | No | — | Yes | — | — | — |
| 99 | BayesO | 4.8 | No | — | Yes | — | — | — |
| 100 | concstats | 4.8 | No | — | Yes | — | desktop | — |
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