Best AutoML Software in 2026
Updated
28 AutoML software ranked on what their makers publish — plans and prices, free tiers, platforms and the facts on their own pages.
28ranked
0free plans on this page
5 Oct 2026last checked
AutoML Software, ranked on how quickly a newcomer can get going. 0 of the 3 on this page can be tried for free.
- 26 auto-sklearn
- Free to practise on: not on record
- Free trial: not on record
- Well documented: not on record
- Runs where you work: not on record
- 27 Kubeflow Notebooks
- Free to practise on: not on record
- Free trial: not on record
- Well documented: not on record
- Runs where you work: not on record
- 28 Vertex AI Vector Search
- Free to practise on: not on record
- Free trial: not on record
- Well documented: not on record
- Runs where you work: not on record
Compare all 3 in a table
| # | Platform | Score | Free plan | Free plan | Paid from | Feature engineering | Automated model selection |
|---|---|---|---|---|---|---|---|
| 26 | auto-sklearn | 5.0 | No | — | — | — | — |
| 27 | Kubeflow Notebooks | 5.0 | No | — | — | — | — |
| 28 | Vertex AI Vector Search | 5.0 | No | — | — | — | — |
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