Best Predictive Analytics Software in 2026
Updated
36 predictive analytics software ranked on what their makers publish — plans and prices, free tiers, platforms and the facts on their own pages.
36ranked
0free plans on this page
4 Oct 2026last checked
0 of the 11 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 |
|---|---|---|---|---|---|---|---|
| 26 | Oracle PeopleSoft Campus Solutions Financial AidWeb · Windows | One bar | — | — | 2 of 6 | — | 5.0 |
| 27 | Oracle WebCenter ContentWeb · Android · iPhone | Two bars | — | — | 3 of 6 | — | 5.0 |
| 28 | quantile-forestNo platforms listed | No signal | — | — | 0 of 6 | — | 5.0 |
| 29 | Alteryx DesignerWeb | One bar | — | — | 1 of 6 | — | 4.9 |
| 30 | Vertex AI Vector SearchWeb | No signal | — | — | 1 of 6 | — | 4.9 |
| 31 | Domino Data LabWeb | No signal | — | — | 1 of 6 | — | 4.8 |
| 32 | H2O Driverless AIWeb · Windows · Mac · Linux · Self-hosted · API | Two bars | — | — | 4 of 6 | — | 4.8 |
| 33 | ProphetWindows · Linux | No signal | — | — | 2 of 6 | — | 4.8 |
| 34 | Forecast ProWindows | No signal | — | — | 1 of 6 | — | 4.7 |
| 35 | Oracle Machine Learning NotebooksWeb | No signal | — | — | 1 of 6 | — | 4.7 |
| 36 | SKU ScienceWeb | No signal | — | — | 1 of 6 | — | 4.6 |
Compare all 11 in a table
| # | App | Score | Free plan | Free plan | Paid from | Forecasting workflows | Model evaluation |
|---|---|---|---|---|---|---|---|
| 26 | Oracle PeopleSoft Campus Solutions Financial Aid | 5.0 | No | No | — | — | — |
| 27 | Oracle WebCenter Content | 5.0 | No | No | — | — | — |
| 28 | quantile-forest | 5.0 | No | Yes | — | No | — |
| 29 | Alteryx Designer | 4.9 | No | No | — | Yes | Yes |
| 30 | Vertex AI Vector Search | 4.9 | No | — | — | — | — |
| 31 | Domino Data Lab | 4.8 | No | No | — | Yes | Yes |
| 32 | H2O Driverless AI | 4.8 | No | No | — | Yes | Yes |
| 33 | Prophet | 4.8 | No | No | — | Yes | Yes |
| 34 | Forecast Pro | 4.7 | No | No | 199 /user/mo | — | — |
| 35 | Oracle Machine Learning Notebooks | 4.7 | No | No | — | — | — |
| 36 | SKU Science | 4.6 | No | No | — | — | — |
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