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Best Apache TVM Alternatives in 2026

Updated

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

  1. 1
    ONNX Runtime Free plan AndroidiOSLinuxMacself-hosted Free7.8
    Apache TVM vs ONNX Runtime
  2. 3
    Paperspace Gradient Free plan apiLinuxMacWebWin $8/mo7.6
    Apache TVM vs Paperspace Gradient
  3. 4
    MATLAB Grader Free plan LinuxMacWebWin Free7.5
    Apache TVM vs MATLAB Grader
  4. 5
    TensorFlow Free plan AndroidapiiOSLinuxMac Free7.5
    Apache TVM vs TensorFlow
  5. 6
    Lightning AI Studios Free plan apiWeb 7.3
    Apache TVM vs Lightning AI Studios
  6. 7
    MegEngine Free plan AndroidiOSLinuxMacself-hosted Free7.3
    Apache TVM vs MegEngine
  7. 8
    NVIDIA Triton Inference Server Free plan apiLinuxself-hostedWin $375/mo7.2
    Apache TVM vs NVIDIA Triton Inference Server
  8. 9
    Trackio Free plan apiLinuxMacself-hostedWeb Free7.2
    Apache TVM vs Trackio
  9. 10
    Amazon SageMaker Autopilot Free trial apiWeb 7.1
    Apache TVM vs Amazon SageMaker Autopilot
  10. 11
    Ray Train Free plan LinuxMacself-hostedWin Free7.1
    Apache TVM vs Ray Train
  11. 12
    HPE Morpheus VM Essentials Software Free trial Linuxself-hostedWeb $50/mo7.0
    Apache TVM vs HPE Morpheus VM Essentials Software
  12. 13
    NVIDIA TensorRT Free plan Linuxself-hostedWin Free7.0
    Apache TVM vs NVIDIA TensorRT
  13. 14
    PyTorch AndroidapiiOSLinuxMac 7.0
    Apache TVM vs PyTorch
  14. 15
    DeepSpeed Free plan LinuxMacself-hosted Free6.8
    Apache TVM vs DeepSpeed
  15. 16
    Keras LinuxMacWin 6.7
    Apache TVM vs Keras
  16. 17
    PaddlePaddle apiLinuxMacself-hostedWin 6.7
    Apache TVM vs PaddlePaddle
  17. 18
    Valohai Free trial apiLinuxself-hostedWeb 6.6
    Apache TVM vs Valohai
  18. 19
    tinygrad LinuxMacWinWeb 6.4
    Apache TVM vs tinygrad
  19. 20
    Apache SINGA LinuxWinMac 6.2
    Apache TVM vs Apache SINGA
  20. 21
    Caffe LinuxMacWin 6.2
    Apache TVM vs Caffe

Apache TVM alternatives compared

#ToolScoreFree planFromRuns on
1ONNX Runtime7.8Free planFreeAndroid, iOS, Linux, Mac, self-hosted, Web, Windows
3Paperspace Gradient7.6Free plan$8/moAPI, Linux, Mac, Web, Windows
4MATLAB Grader7.5Free planFreeLinux, Mac, Web, Windows
5TensorFlow7.5Free planFreeAndroid, API, iOS, Linux, Mac, self-hosted, Web, Windows
6Lightning AI Studios7.3Free plan—API, Web
7MegEngine7.3Free planFreeAndroid, iOS, Linux, Mac, self-hosted, Windows
8NVIDIA Triton Inference Server7.2Free plan$375/moAPI, Linux, self-hosted, Windows
9Trackio7.2Free planFreeAPI, Linux, Mac, self-hosted, Web, Windows
10Amazon SageMaker Autopilot7.1No—API, Web
11Ray Train7.1Free planFreeLinux, Mac, self-hosted, Windows
12HPE Morpheus VM Essentials Software7.0No$50/moLinux, self-hosted, Web
13NVIDIA TensorRT7.0Free planFreeLinux, self-hosted, Windows
14PyTorch7.0No—Android, API, iOS, Linux, Mac, self-hosted, Windows
15DeepSpeed6.8Free planFreeLinux, Mac, self-hosted
16Keras6.7No—Linux, Mac, Windows
17PaddlePaddle6.7No—API, Linux, Mac, self-hosted, Windows
18Valohai6.6No—API, Linux, self-hosted, Web
19tinygrad6.4No—Linux, Mac, Windows, Web
20Apache SINGA6.2No—Linux, Windows, Mac
21Caffe6.2No—Linux, Mac, Windows
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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 7.8 out of 10. The others here: Paperspace Gradient, MATLAB Grader, TensorFlow and 16 more.

What is the best free alternative to Apache TVM?

ONNX Runtime 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, the fullest spec sheet first: how deeply the product is documented, the platforms it runs on, a free tier or trial to test it, and its standing.