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Best EvalML Alternatives in 2026

12 platforms from AutoML software ranked against EvalML on the same published basis.

  1. 1
    BigML Free plan apiMacself-hostedWeb $833.33/mo7.3
    EvalML vs BigML
  2. 3
    FEDOT Free plan apiLinuxMacself-hostedWin Free7.3
    EvalML vs FEDOT
  3. 4
    FLAML apiLinuxMacself-hostedWin 7.3
    EvalML vs FLAML
  4. 5
    JADBio Free plan apiself-hostedWeb $183.25/mo7.3
    EvalML vs JADBio
  5. 6
    Akkio Free trial apiself-hostedWeb 7.2
    EvalML vs Akkio
  6. 7
    Amazon SageMaker Autopilot Free trial apiWeb 6.7
    EvalML vs Amazon SageMaker Autopilot
  7. 8
    Siemens Building X AndroidapiiOSLinuxMac 6.6
    EvalML vs Siemens Building X
  8. 9
    Auto-PyTorch Free plan Linuxself-hosted Free5.9
    EvalML vs Auto-PyTorch
  9. 10
    AutoGluon Free plan LinuxMacself-hostedWin Free5.8
    EvalML vs AutoGluon
  10. 11
    LightAutoML Free plan LinuxMacself-hostedWebWin Free5.8
    EvalML vs LightAutoML
  11. 12
    GAMA LinuxMacWin 5.5
    EvalML vs GAMA
  12. 13
    Lale WinMacLinux 5.4
    EvalML vs Lale
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