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Best EvalML Alternatives in 2026

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

  1. 1
    FEDOT Free plan apiLinuxMacself-hostedWin Free7.2
    EvalML vs FEDOT
  2. 2
    LightAutoML Free plan LinuxMacself-hostedWebWin Free7.1
    EvalML vs LightAutoML
  3. 3
    AutoGluon Free plan LinuxMacself-hostedWin Free6.9
    EvalML vs AutoGluon
  4. 4
    BigML Free plan apiMacself-hostedWeb $833.33/mo6.9
    EvalML vs BigML
  5. 5
    Amazon SageMaker Autopilot Free trial apiWeb 6.8
    EvalML vs Amazon SageMaker Autopilot
  6. 6
    Auto-PyTorch Free plan Linuxself-hosted Free6.8
    EvalML vs Auto-PyTorch
  7. 7
    JADBio Free plan apiself-hostedWeb $183.25/mo6.8
    EvalML vs JADBio
  8. 9
    FLAML apiLinuxMacself-hostedWin 6.5
    EvalML vs FLAML
  9. 10
    Siemens Building X AndroidapiiOSLinuxMac 6.5
    EvalML vs Siemens Building X
  10. 11
    SAS Visual Statistics Free trial self-hostedWeb 6.2
    EvalML vs SAS Visual Statistics
  11. 12
    Akkio Free trial apiself-hostedWeb 6.1
    EvalML vs Akkio
  12. 13
    GAMA LinuxMacWin 6.0
    EvalML vs GAMA
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