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
0free plans on this page
$350/molowest paid tier
4 Oct 2026last checked
0 of the 25 here have a free tier you can use, 0 have open-source code on record, and 0 have full bars: free, open, on most of your devices and documented.
| # | App | Signal | Free tier | Open code | Devices | From | Score |
|---|---|---|---|---|---|---|---|
| 51 | pyabcNo platforms listed | No signal | — | — | 0 of 6 | — | 5.7 |
| 52 | ChiNo platforms listed | No signal | — | — | 0 of 6 | — | 5.7 |
| 53 | KonFound-It!No platforms listed | No signal | — | — | 0 of 6 | — | 5.7 |
| 54 | HypothesizeNo platforms listed | No signal | — | — | 0 of 6 | — | 5.7 |
| 55 | FitspyNo platforms listed | No signal | — | — | 0 of 6 | — | 5.7 |
| 56 | BayesFlowNo platforms listed | No signal | — | — | 0 of 6 | — | 5.7 |
| 57 | SigmaStatNo platforms listed | No signal | — | — | 0 of 6 | — | 5.6 |
| 58 | MCP AnalyticsNo platforms listed | One bar | — | — | 0 of 6 | — | 5.6 |
| 59 | RxInfer.jlNo platforms listed | No signal | — | — | 0 of 6 | — | 5.6 |
| 60 | BCEANo platforms listed | No signal | — | — | 0 of 6 | — | 5.6 |
| 61 | rsimsumNo platforms listed | No signal | — | — | 0 of 6 | — | 5.6 |
| 62 | 4DModellerNo platforms listed | No signal | — | — | 0 of 6 | — | 5.6 |
| 63 | autorankNo platforms listed | No signal | — | — | 0 of 6 | — | 5.6 |
| 64 | XLfitNo platforms listed | No signal | — | — | 0 of 6 | $350/mo | 5.5 |
| 65 | Copulas.jlNo platforms listed | No signal | — | — | 0 of 6 | — | 5.5 |
| 66 | gratiaNo platforms listed | No signal | — | — | 0 of 6 | — | 5.5 |
| 67 | BridgeStanNo platforms listed | No signal | — | — | 0 of 6 | — | 5.5 |
| 68 | PhitterNo platforms listed | No signal | — | — | 0 of 6 | — | 5.5 |
| 69 | MBPLSNo platforms listed | No signal | — | — | 0 of 6 | — | 5.4 |
| 70 | TorchMetricsNo platforms listed | No signal | — | — | 0 of 6 | — | 5.4 |
| 71 | hal9001No platforms listed | No signal | — | — | 0 of 6 | — | 5.4 |
| 72 | IDCeMPyNo platforms listed | No signal | — | — | 0 of 6 | — | 5.4 |
| 73 | stemflowNo platforms listed | No signal | — | — | 0 of 6 | — | 5.4 |
| 74 | ExpFamilyPCA.jlNo platforms listed | No signal | — | — | 0 of 6 | — | 5.3 |
| 75 | IKPLSNo platforms listed | No signal | — | — | 0 of 6 | — | 5.3 |
Compare all 25 in a table
| # | App | Score | Free plan | From | Free plan | Paid from | Deployment | Statistical tests |
|---|---|---|---|---|---|---|---|---|
| 51 | pyabc | 5.7 | No | — | Yes | — | desktop | — |
| 52 | Chi | 5.7 | No | — | Yes | — | desktop | — |
| 53 | KonFound-It! | 5.7 | No | — | Yes | — | both | Yes |
| 54 | Hypothesize | 5.7 | No | — | Yes | — | desktop | Yes |
| 55 | Fitspy | 5.7 | No | — | Yes | — | desktop | — |
| 56 | BayesFlow | 5.7 | No | — | Yes | — | desktop | No |
| 57 | SigmaStat | 5.6 | No | — | No | — | desktop | Yes |
| 58 | MCP Analytics | 5.6 | No | — | No | — | both | Yes |
| 59 | RxInfer.jl | 5.6 | No | — | Yes | — | desktop | — |
| 60 | BCEA | 5.6 | No | — | Yes | — | desktop | No |
| 61 | rsimsum | 5.6 | No | — | Yes | — | desktop | Yes |
| 62 | 4DModeller | 5.6 | No | — | Yes | — | both | — |
| 63 | autorank | 5.6 | No | — | Yes | — | desktop | Yes |
| 64 | XLfit | 5.5 | No | $350/mo | No | — | desktop | Yes |
| 65 | Copulas.jl | 5.5 | No | — | Yes | — | desktop | Yes |
| 66 | gratia | 5.5 | No | — | Yes | — | desktop | Yes |
| 67 | BridgeStan | 5.5 | No | — | Yes | — | desktop | No |
| 68 | Phitter | 5.5 | No | — | Yes | — | both | Yes |
| 69 | MBPLS | 5.4 | No | — | Yes | — | — | — |
| 70 | TorchMetrics | 5.4 | No | — | Yes | — | — | No |
| 71 | hal9001 | 5.4 | No | — | Yes | — | desktop | — |
| 72 | IDCeMPy | 5.4 | No | — | Yes | — | desktop | Yes |
| 73 | stemflow | 5.4 | No | — | Yes | — | desktop | — |
| 74 | ExpFamilyPCA.jl | 5.3 | No | — | Yes | — | — | — |
| 75 | IKPLS | 5.3 | No | — | Yes | — | desktop | — |
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