Best fastai Alternatives in 2026

20 platforms from deep learning software ranked against fastai on the same published basis.

  1. 1fastai vs Paperspace Gradient
  2. 2fastai vs Amazon SageMaker Autopilot
  3. 3fastai vs Apache TVM
  4. 4fastai vs NVIDIA Triton Inference Server
  5. 5fastai vs TensorFlow
  6. 6fastai vs Trackio
  7. 7fastai vs PaddlePaddle
  8. 8fastai vs PyTorch
  9. 9fastai vs Valohai
  10. 10fastai vs MATLAB Grader
  11. 11fastai vs ONNX Runtime
  12. 12fastai vs DeepSpeed
  13. 13fastai vs MegEngine
  14. 14fastai vs Ray Train
  15. 15fastai vs Lightning AI Studios
  16. 16fastai vs Keras
  17. 17fastai vs HPE Morpheus VM Essentials Software
  18. 18fastai vs Apache SINGA
  19. 19fastai vs Caffe
  20. 20fastai vs Chainer

fastai alternatives compared

#PlatformScoreFree planFromRuns on
1Paperspace Gradient7.4Free plan$8/moAPI, Linux, Mac, Web, Windows
2Amazon SageMaker Autopilot7.2No—API, Web
3Apache TVM7.2Free planFreeAndroid, API, iOS, Linux, Mac, self-hosted, Web, Windows
4NVIDIA Triton Inference Server7.2Free plan$375/moAPI, Linux, self-hosted, Windows
5TensorFlow7.2Free planFreeAndroid, API, iOS, Linux, Mac, self-hosted, Web, Windows
6Trackio7.2Free planFreeAPI, Linux, Mac, self-hosted, Web, Windows
7PaddlePaddle6.9No—API, Linux, Mac, self-hosted, Windows
8PyTorch6.9No—Android, API, iOS, Linux, Mac, self-hosted, Windows
9Valohai6.6No—API, Linux, self-hosted, Web
10MATLAB Grader5.9Free planFreeLinux, Mac, Web, Windows
11ONNX Runtime5.9Free planFreeAndroid, iOS, Linux, Mac, self-hosted, Web, Windows
12DeepSpeed5.8Free planFreeLinux, Mac, self-hosted
13MegEngine5.8Free planFreeAndroid, iOS, Linux, Mac, self-hosted, Windows
14Ray Train5.8Free planFreeLinux, Mac, self-hosted, Windows
15Lightning AI Studios5.7Free plan—API, Web
16Keras5.5No—Linux, Mac, Windows
17HPE Morpheus VM Essentials Software5.4No$50/moLinux, self-hosted, Web
18Apache SINGA5.1No—Linux, Windows, Mac
19Caffe5.1No—Linux, Mac, Windows
20Chainer5.1No——
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Questions about fastai alternatives

What is the best alternative to fastai?

Paperspace Gradient, number 1 in deep learning software with a score of 7.4 out of 10. The others here: Amazon SageMaker Autopilot, Apache TVM, NVIDIA Triton Inference Server and 16 more.

What is the best free alternative to fastai?

Paperspace Gradient is the best-ranked alternative with a free plan. 11 of the 20 alternatives here publish a free plan on their own pricing pages.

How are these alternatives ranked?

Ranked on what each maker publishes, open and connectable first: a public API, open-source code, the depth of its documentation and a free tier to try it on. Model lists are sorted by the figure in their title, exactly as each provider publishes it.