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Best Ludwig Alternatives in 2026

12 apps from deep learning software ranked against Ludwig on the same published basis.

  1. 1
    TensorFlow Free plan AndroidapiiOSLinuxMac Free9.1
    Ludwig vs TensorFlow
  2. 2
    PyTorch AndroidapiiOSLinuxMac 8.3
    Ludwig vs PyTorch
  3. 3
    DeepSpeed Free plan LinuxMacself-hosted Free8.0
    Ludwig vs DeepSpeed
  4. 4
    NVIDIA Triton Inference Server Free plan apiLinuxself-hostedWin $375/mo7.9
    Ludwig vs NVIDIA Triton Inference Server
  5. 5
    ONNX Runtime Free plan AndroidiOSLinuxMacself-hosted Free7.9
    Ludwig vs ONNX Runtime
  6. 6
    MegEngine Free plan AndroidiOSLinuxMacself-hosted Free7.6
    Ludwig vs MegEngine
  7. 7
    Apache TVM Free plan AndroidapiiOSLinuxMac Free7.5
    Ludwig vs Apache TVM
  8. 8
    Caffe LinuxMacWin 7.2
    Ludwig vs Caffe
  9. 9
    Deeplearning4j WinMacLinux 7.1
    Ludwig vs Deeplearning4j
  10. 10
    Lightning AI Studios Free plan Web Free7.1
    Ludwig vs Lightning AI Studios
  11. 11
    Keras LinuxMacWin 7.0
    Ludwig vs Keras
  12. 12
    NVIDIA TensorRT WinLinux 6.9
    Ludwig vs NVIDIA TensorRT
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