Best AutoML Software in 2026
Updated
In short: BigML is ranked #1 of 28 as of 4 October 2026, ahead of JADBio and Amazon SageMaker Autopilot. The best-ranked option with a free plan is JADBio. The lowest first paid tier on this page is JADBio at $183.25/mo.
AutoML software automates parts of machine-learning work, with different tools covering different steps. Compare automated model selection and feature engineering, then weigh deployment options, hosting model, and model explainability. The workflow interface can also help you assess how a tool supports the work your team needs to do. BigML, JADBio, and Amazon SageMaker Autopilot are among the options. Check free-plan availability and paid-from pricing as you consider which development tasks to automate and how you need to deploy, host, and interpret models.
28 AutoML software ranked on what their makers publish — plans and prices, free tiers, platforms and the facts on their own pages.
AutoML Software, ranked on how quickly a newcomer can get going. 10 of the 25 on this page can be tried for free.
- 1 BigMLPaid from $833.33/mo
- Free to practise on: yes
- Free trial: yes
- Well documented: yes
- Runs where you work: not on record
- 2 JADBioPaid from $183.25/mo
- Free to practise on: yes
- Free trial: yes
- Well documented: yes
- Runs where you work: not on record
- 3 Amazon SageMaker Autopilot
- Free to practise on: yes
- Free trial: yes
- Well documented: yes
- Runs where you work: not on record
- 4 AutoKerasFree plan
- Free to practise on: yes
- Free trial: not on record
- Well documented: yes
- Runs where you work: yes
- 5 FEDOTFree plan
- Free to practise on: yes
- Free trial: not on record
- Well documented: yes
- Runs where you work: yes
- 6 LightAutoMLFree plan
- Free to practise on: yes
- Free trial: not on record
- Well documented: yes
- Runs where you work: yes
- 7 Auto-PyTorchFree plan
- Free to practise on: yes
- Free trial: not on record
- Well documented: yes
- Runs where you work: not on record
- 8 AutoGluonFree plan
- Free to practise on: yes
- Free trial: not on record
- Well documented: yes
- Runs where you work: yes
- 9 SAS Visual Statistics
- Free to practise on: not on record
- Free trial: yes
- Well documented: yes
- Runs where you work: not on record
- 10 Akkio
- Free to practise on: not on record
- Free trial: yes
- Well documented: yes
- Runs where you work: not on record
- 11 FLAML
- Free to practise on: not on record
- Free trial: not on record
- Well documented: yes
- Runs where you work: yes
- 12 EvalML
- Free to practise on: not on record
- Free trial: not on record
- Well documented: yes
- Runs where you work: yes
- 13 Siemens Building X
- Free to practise on: not on record
- Free trial: not on record
- Well documented: yes
- Runs where you work: yes
- 14 Lale
- Free to practise on: not on record
- Free trial: not on record
- Well documented: yes
- Runs where you work: yes
- 15 GAMA
- Free to practise on: not on record
- Free trial: not on record
- Well documented: not on record
- Runs where you work: yes
- 16 Oracle PeopleSoft Campus Solutions Financial Aid
- Free to practise on: not on record
- Free trial: not on record
- Well documented: yes
- Runs where you work: not on record
- 17 dotData Enterprise
- Free to practise on: not on record
- Free trial: not on record
- Well documented: not on record
- Runs where you work: not on record
- 18 SAS Advanced Analytics
- Free to practise on: not on record
- Free trial: not on record
- Well documented: not on record
- Runs where you work: not on record
- 19 DataRobot
- Free to practise on: not on record
- Free trial: not on record
- Well documented: not on record
- Runs where you work: not on record
- 20 Obviously AI
- Free to practise on: not on record
- Free trial: not on record
- Well documented: not on record
- Runs where you work: not on record
- 21 Pecan AI
- Free to practise on: not on record
- Free trial: not on record
- Well documented: not on record
- Runs where you work: not on record
- 22 H2O Driverless AI
- Free to practise on: not on record
- Free trial: not on record
- Well documented: not on record
- Runs where you work: not on record
- 23 MLJAR AutoML
- Free to practise on: not on record
- Free trial: not on record
- Well documented: not on record
- Runs where you work: not on record
- 24 Oracle Machine Learning 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
- 25 TPOT
- 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 25 in a table
| # | Platform | Score | Free plan | From | Free plan | Paid from | Feature engineering | Automated model selection |
|---|---|---|---|---|---|---|---|---|
| 1 | BigML | 7.6 | Free plan | $833.33/mo | Yes | 1,000 /mo | — | — |
| 2 | JADBio | 7.6 | Free plan | $183.25/mo | Yes | 2,199 /mo | Yes | Yes |
| 3 | Amazon SageMaker Autopilot | 7.5 | No | — | No | — | Yes | Yes |
| 4 | AutoKeras | 7.0 | Free plan | Free | — | — | Yes | Yes |
| 5 | FEDOT | 7.0 | Free plan | Free | — | — | Yes | Yes |
| 6 | LightAutoML | 6.9 | Free plan | Free | — | — | Yes | Yes |
| 7 | Auto-PyTorch | 6.8 | Free plan | Free | Yes | — | Yes | Yes |
| 8 | AutoGluon | 6.8 | Free plan | Free | — | — | — | — |
| 9 | SAS Visual Statistics | 6.8 | No | — | No | — | — | — |
| 10 | Akkio | 6.7 | No | — | Yes | — | — | — |
| 11 | FLAML | 6.5 | No | — | Yes | — | — | — |
| 12 | EvalML | 6.4 | No | — | Yes | — | Yes | Yes |
| 13 | Siemens Building X | 6.4 | No | — | Yes | — | — | — |
| 14 | Lale | 6.3 | No | — | Yes | — | — | Yes |
| 15 | GAMA | 6.0 | No | — | Yes | — | No | Yes |
| 16 | Oracle PeopleSoft Campus Solutions Financial Aid | 6.0 | No | — | No | — | — | — |
| 17 | dotData Enterprise | 5.9 | No | — | — | — | Yes | Yes |
| 18 | SAS Advanced Analytics | 5.5 | No | — | No | — | — | — |
| 19 | DataRobot | 5.4 | No | — | — | — | — | — |
| 20 | Obviously AI | 5.4 | No | — | Yes | — | — | — |
| 21 | Pecan AI | 5.4 | No | — | — | — | — | — |
| 22 | H2O Driverless AI | 5.3 | No | — | No | — | — | — |
| 23 | MLJAR AutoML | 5.3 | No | — | — | — | — | — |
| 24 | Oracle Machine Learning Notebooks | 5.3 | No | — | No | — | — | — |
| 25 | TPOT | 5.3 | No | — | Yes | — | — | — |
Is your platform on this list?
Numbered spots on this list can be sponsored, and a sponsored row is labelled as paid.
Questions about this list
Which AutoML software is ranked first on The Geeks Club?
BigML is ranked #1 of 28 with a score of 7.6. JADBio is second and Amazon SageMaker Autopilot third.
How many of these have a free plan?
7 of the 25 on this page publish a free plan on their own pricing pages.
Which is the cheapest paid option?
On this page, JADBio has the lowest first paid tier we found: $183.25/mo.
How is this list ranked?
Ranked on how quickly a newcomer can get going: documentation depth, a free tier or trial, and the platforms it runs on.