Best FLAML Alternatives in 2026
Updated
20 apps from predictive analytics software ranked against FLAML on the same published basis.
- 1FLAML vs ZebraDesigner
- 2FLAML vs AutoGluon
- 3FLAML vs KNIME Analytics Platform
- 4FLAML vs Orange Data Mining
- 5FLAML vs Weka
- 6FLAML vs Amazon SageMaker Autopilot
- 7FLAML vs BigML
- 9FLAML vs Neural Designer
- 10FLAML vs RELEX Demand Planning
- 11FLAML vs Siemens Building X
- 12FLAML vs ToolsGroup Demand Planning
- 13FLAML vs Aible
- 14FLAML vs auto-sklearn
- 15FLAML vs DataRobot
- 16FLAML vs MLJAR AutoML
- 17FLAML vs Peak
- 18FLAML vs Pecan AI
- 19FLAML vs PyCaret
- 20FLAML vs Zebra Workcloud Forecasting & Analysis
- 21FLAML vs EMBERS
FLAML 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 |
| 7 | BigML | 6.4 | Free plan | $833.33/mo | API, Mac, self-hosted, Web |
| 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 |
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Questions about FLAML alternatives
What is the best alternative to FLAML?
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 FLAML?
ZebraDesigner is the best-ranked alternative with a free plan. 6 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.