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Best Apache TVM Alternatives in 2026

Updated

20 apps from deep learning software ranked against Apache TVM on the same published basis.

  1. 1
    ONNX Runtime Free plan AndroidiOSLinuxMacself-hosted Free6.8
    Apache TVM vs ONNX Runtime
  2. 3
    Paperspace Gradient Free plan apiLinuxMacWebWin $8/mo6.7
    Apache TVM vs Paperspace Gradient
  3. 4
    TensorFlow Free plan AndroidapiiOSLinuxMac Free6.7
    Apache TVM vs TensorFlow
  4. 5
    MATLAB Grader Free plan LinuxMacWebWin Free6.6
    Apache TVM vs MATLAB Grader
  5. 6
    MegEngine Free plan AndroidiOSLinuxMacself-hosted Free6.6
    Apache TVM vs MegEngine
  6. 7
    Ray Train Free plan LinuxMacself-hostedWin Free6.5
    Apache TVM vs Ray Train
  7. 8
    Trackio Free plan apiLinuxMacself-hostedWeb Free6.5
    Apache TVM vs Trackio
  8. 9
    DeepSpeed Free plan LinuxMacself-hosted Free6.4
    Apache TVM vs DeepSpeed
  9. 10
    NVIDIA Triton Inference Server Free plan apiLinuxself-hostedWin $375/mo6.4
    Apache TVM vs NVIDIA Triton Inference Server
  10. 11
    Amazon SageMaker Autopilot Free trial apiWeb 6.3
    Apache TVM vs Amazon SageMaker Autopilot
  11. 12
    Lightning AI Studios Free plan apiWeb 6.3
    Apache TVM vs Lightning AI Studios
  12. 13
    PyTorch AndroidapiiOSLinuxMac 5.7
    Apache TVM vs PyTorch
  13. 14
    Keras LinuxMacWin 5.6
    Apache TVM vs Keras
  14. 15
    PaddlePaddle apiLinuxMacself-hostedWin 5.6
    Apache TVM vs PaddlePaddle
  15. 16
    tinygrad LinuxMacWinWeb 5.4
    Apache TVM vs tinygrad
  16. 17
    Apache SINGA LinuxWinMac 5.3
    Apache TVM vs Apache SINGA
  17. 18
    Caffe LinuxMacWin 5.3
    Apache TVM vs Caffe
  18. 19
    Deeplearning4j WinMacLinux 5.3
    Apache TVM vs Deeplearning4j
  19. 20
    Determined LinuxWeb 5.3
    Apache TVM vs Determined
  20. 21
    fastai LinuxWinMac 5.3
    Apache TVM vs fastai

Apache TVM alternatives compared

#AppScoreFree planFromRuns on
1ONNX Runtime6.8Free planFreeAndroid, iOS, Linux, Mac, self-hosted, Web, Windows
3Paperspace Gradient6.7Free plan$8/moAPI, Linux, Mac, Web, Windows
4TensorFlow6.7Free planFreeAndroid, API, iOS, Linux, Mac, self-hosted, Web, Windows
5MATLAB Grader6.6Free planFreeLinux, Mac, Web, Windows
6MegEngine6.6Free planFreeAndroid, iOS, Linux, Mac, self-hosted, Windows
7Ray Train6.5Free planFreeLinux, Mac, self-hosted, Windows
8Trackio6.5Free planFreeAPI, Linux, Mac, self-hosted, Web, Windows
9DeepSpeed6.4Free planFreeLinux, Mac, self-hosted
10NVIDIA Triton Inference Server6.4Free plan$375/moAPI, Linux, self-hosted, Windows
11Amazon SageMaker Autopilot6.3No—API, Web
12Lightning AI Studios6.3Free plan—API, Web
13PyTorch5.7No—Android, API, iOS, Linux, Mac, self-hosted, Windows
14Keras5.6No—Linux, Mac, Windows
15PaddlePaddle5.6No—API, Linux, Mac, self-hosted, Windows
16tinygrad5.4No—Linux, Mac, Windows, Web
17Apache SINGA5.3No—Linux, Windows, Mac
18Caffe5.3No—Linux, Mac, Windows
19Deeplearning4j5.3No—Windows, Mac, Linux
20Determined5.3No—Linux, Web
21fastai5.3No—Linux, Windows, Mac
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Questions about Apache TVM alternatives

What is the best alternative to Apache TVM?

ONNX Runtime, number 1 in deep learning software with a score of 6.8 out of 10. The others here: Paperspace Gradient, TensorFlow, MATLAB Grader and 16 more.

What is the best free alternative to Apache TVM?

ONNX Runtime is the best-ranked alternative with a free plan. 10 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.