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Best NVIDIA TensorRT Alternatives in 2026

Updated

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

  1. 1
    NVIDIA Triton Inference Server Free plan apiLinuxself-hostedWin $375/mo7.5
    NVIDIA TensorRT vs NVIDIA Triton Inference Server
  2. 2
    ONNX Runtime Free plan AndroidiOSLinuxMacself-hosted Free7.5
    NVIDIA TensorRT vs ONNX Runtime
  3. 3
    Amazon SageMaker Autopilot Free trial apiWeb 7.4
    NVIDIA TensorRT vs Amazon SageMaker Autopilot
  4. 4
    Paperspace Gradient Free plan apiLinuxMacWebWin $8/mo7.4
    NVIDIA TensorRT vs Paperspace Gradient
  5. 5
    Apache TVM Free plan AndroidapiiOSLinuxMac Free7.3
    NVIDIA TensorRT vs Apache TVM
  6. 6
    MATLAB Grader Free plan LinuxMacWebWin Free7.3
    NVIDIA TensorRT vs MATLAB Grader
  7. 7
    TensorFlow Free plan AndroidapiiOSLinuxMac Free7.1
    NVIDIA TensorRT vs TensorFlow
  8. 8
    Trackio Free plan apiLinuxMacself-hostedWeb Free7.1
    NVIDIA TensorRT vs Trackio
  9. 9
    MegEngine Free plan AndroidiOSLinuxMacself-hosted Free7.0
    NVIDIA TensorRT vs MegEngine
  10. 10
    Ray Train Free plan LinuxMacself-hostedWin Free7.0
    NVIDIA TensorRT vs Ray Train
  11. 11
    HPE Morpheus VM Essentials Software Free trial Linuxself-hostedWeb $50/mo6.9
    NVIDIA TensorRT vs HPE Morpheus VM Essentials Software
  12. 12
    DeepSpeed Free plan LinuxMacself-hosted Free6.7
    NVIDIA TensorRT vs DeepSpeed
  13. 13
    Lightning AI Studios Free plan apiWeb 6.7
    NVIDIA TensorRT vs Lightning AI Studios
  14. 14
    PyTorch AndroidapiiOSLinuxMac 6.5
    NVIDIA TensorRT vs PyTorch
  15. 15
    Valohai Free trial apiLinuxself-hostedWeb 6.5
    NVIDIA TensorRT vs Valohai
  16. 16
    Keras LinuxMacWin 6.3
    NVIDIA TensorRT vs Keras
  17. 17
    PaddlePaddle apiLinuxMacself-hostedWin 6.3
    NVIDIA TensorRT vs PaddlePaddle
  18. 18
    tinygrad LinuxMacWinWeb 6.1
    NVIDIA TensorRT vs tinygrad
  19. 19
    Apache SINGA LinuxWinMac 6.0
    NVIDIA TensorRT vs Apache SINGA
  20. 20
    Caffe LinuxMacWin 6.0
    NVIDIA TensorRT vs Caffe

NVIDIA TensorRT alternatives compared

#PlatformScoreFree planFromRuns on
1NVIDIA Triton Inference Server7.5Free plan$375/moAPI, Linux, self-hosted, Windows
2ONNX Runtime7.5Free planFreeAndroid, iOS, Linux, Mac, self-hosted, Web, Windows
3Amazon SageMaker Autopilot7.4No—API, Web
4Paperspace Gradient7.4Free plan$8/moAPI, Linux, Mac, Web, Windows
5Apache TVM7.3Free planFreeAndroid, API, iOS, Linux, Mac, self-hosted, Web, Windows
6MATLAB Grader7.3Free planFreeLinux, Mac, Web, Windows
7TensorFlow7.1Free planFreeAndroid, API, iOS, Linux, Mac, self-hosted, Web, Windows
8Trackio7.1Free planFreeAPI, Linux, Mac, self-hosted, Web, Windows
9MegEngine7.0Free planFreeAndroid, iOS, Linux, Mac, self-hosted, Windows
10Ray Train7.0Free planFreeLinux, Mac, self-hosted, Windows
11HPE Morpheus VM Essentials Software6.9No$50/moLinux, self-hosted, Web
12DeepSpeed6.7Free planFreeLinux, Mac, self-hosted
13Lightning AI Studios6.7Free plan—API, Web
14PyTorch6.5No—Android, API, iOS, Linux, Mac, self-hosted, Windows
15Valohai6.5No—API, Linux, self-hosted, Web
16Keras6.3No—Linux, Mac, Windows
17PaddlePaddle6.3No—API, Linux, Mac, self-hosted, Windows
18tinygrad6.1No—Linux, Mac, Windows, Web
19Apache SINGA6.0No—Linux, Windows, Mac
20Caffe6.0No—Linux, Mac, Windows
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Questions about NVIDIA TensorRT alternatives

What is the best alternative to NVIDIA TensorRT?

NVIDIA Triton Inference Server, number 1 in deep learning software with a score of 7.5 out of 10. The others here: ONNX Runtime, Amazon SageMaker Autopilot, Paperspace Gradient and 16 more.

What is the best free alternative to NVIDIA TensorRT?

NVIDIA Triton Inference Server 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 how quickly a newcomer can get going: documentation depth, a free tier or trial, and the platforms it runs on.