Best BigML Alternatives in 2026
Updated
20 apps from predictive analytics software ranked against BigML on the same published basis.
- 1BigML vs ZebraDesigner
- 2BigML vs AutoGluon
- 3BigML vs KNIME Analytics Platform
- 4BigML vs Orange Data Mining
- 5BigML vs Weka
- 6BigML vs Amazon SageMaker Autopilot
- 8BigML vs FLAML
- 9BigML vs Neural Designer
- 10BigML vs RELEX Demand Planning
- 11BigML vs Siemens Building X
- 12BigML vs ToolsGroup Demand Planning
- 13BigML vs Aible
- 14BigML vs auto-sklearn
- 15BigML vs DataRobot
- 16BigML vs MLJAR AutoML
- 17BigML vs Peak
- 18BigML vs Pecan AI
- 19BigML vs PyCaret
- 20BigML vs Zebra Workcloud Forecasting & Analysis
- 21BigML vs EMBERS
BigML alternatives compared
| # | App | Score | Free plan | From | Runs on |
|---|---|---|---|---|---|
| 1 | ZebraDesigner | 6.6 | Free plan | Free | Android, iOS, Web, Windows |
| 2 | AutoGluon | 6.5 | Free plan | Free | Linux, Mac, self-hosted, Windows |
| 3 | KNIME Analytics Platform | 6.5 | Free plan | — | Linux, Mac, Windows |
| 4 | Orange Data Mining | 6.5 | Free plan | Free | Linux, Mac, Windows |
| 5 | Weka | 6.5 | Free plan | Free | API, Linux, Mac, Windows |
| 6 | Amazon SageMaker Autopilot | 6.4 | No | — | API, Web |
| 8 | FLAML | 5.6 | No | — | API, Linux, Mac, self-hosted, Windows |
| 9 | Neural Designer | 5.6 | No | $207.92/mo | Linux, Mac, Windows |
| 10 | RELEX Demand Planning | 5.4 | No | — | Web |
| 11 | Siemens Building X | 5.3 | No | — | Android, API, iOS, Linux, Mac, Web, Windows |
| 12 | ToolsGroup Demand Planning | 5.3 | No | — | Web |
| 13 | Aible | 5.2 | No | — | Web |
| 14 | auto-sklearn | 5.2 | No | — | Linux |
| 15 | DataRobot | 5.2 | No | — | Web |
| 16 | MLJAR AutoML | 5.2 | No | — | Web |
| 17 | Peak | 5.2 | No | — | Web |
| 18 | Pecan AI | 5.2 | No | — | Web |
| 19 | PyCaret | 5.2 | No | — | Web |
| 20 | Zebra Workcloud Forecasting & Analysis | 5.2 | No | — | Web |
| 21 | EMBERS | 5.1 | No | — | Linux |
Make your app an alternative to BigML
See the priceThe sponsored alternative slot on this page is labelled and never changes the order above.
Questions about BigML alternatives
What is the best alternative to BigML?
ZebraDesigner, number 1 in predictive analytics software with a score of 6.6 out of 10. The others here: AutoGluon, KNIME Analytics Platform, Orange Data Mining and 16 more.
What is the best free alternative to BigML?
ZebraDesigner is the best-ranked alternative with a free plan. 5 of the 20 alternatives here publish a free plan on their own pricing pages.
How are these alternatives ranked?
Ranked free-and-open first: a usable free tier and open-source code, then the platforms it runs on and its documentation. Paid placements never change a rank.