Best NVIDIA TensorRT Alternatives in 2026

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

  1. 1NVIDIA TensorRT vs ONNX Runtime
  2. 2NVIDIA TensorRT vs TensorFlow
  3. 3NVIDIA TensorRT vs Apache TVM
  4. 4NVIDIA TensorRT vs Paperspace Gradient
  5. 5NVIDIA TensorRT vs MATLAB Grader
  6. 6NVIDIA TensorRT vs MegEngine
  7. 7NVIDIA TensorRT vs Trackio
  8. 8NVIDIA TensorRT vs Lightning AI Studios
  9. 10NVIDIA TensorRT vs Ray Train
  10. 11NVIDIA TensorRT vs DeepSpeed
  11. 12NVIDIA TensorRT vs NVIDIA Triton Inference Server
  12. 13NVIDIA TensorRT vs PyTorch
  13. 14NVIDIA TensorRT vs Amazon SageMaker Autopilot
  14. 15NVIDIA TensorRT vs Keras
  15. 16NVIDIA TensorRT vs PaddlePaddle
  16. 17NVIDIA TensorRT vs HPE Morpheus VM Essentials Software
  17. 18NVIDIA TensorRT vs tinygrad
  18. 19NVIDIA TensorRT vs Apache SINGA
  19. 20NVIDIA TensorRT vs Caffe
  20. 21NVIDIA TensorRT vs Deeplearning4j

NVIDIA TensorRT alternatives compared

#AppScoreFree planFromRuns on
1ONNX Runtime7.5Free planFreeAndroid, iOS, Linux, Mac, self-hosted, Web, Windows
2TensorFlow7.4Free planFreeAndroid, API, iOS, Linux, Mac, self-hosted, Web, Windows
3Apache TVM7.3Free planFreeAndroid, API, iOS, Linux, Mac, self-hosted, Web, Windows
4Paperspace Gradient7.3Free plan$8/moAPI, Linux, Mac, Web, Windows
5MATLAB Grader7.2Free planFreeLinux, Mac, Web, Windows
6MegEngine7.2Free planFreeAndroid, iOS, Linux, Mac, self-hosted, Windows
7Trackio7.1Free planFreeAPI, Linux, Mac, self-hosted, Web, Windows
8Lightning AI Studios6.9Free plan—API, Web
10Ray Train6.9Free planFreeLinux, Mac, self-hosted, Windows
11DeepSpeed6.8Free planFreeLinux, Mac, self-hosted
12NVIDIA Triton Inference Server6.8Free plan$375/moAPI, Linux, self-hosted, Windows
13PyTorch6.8No—Android, API, iOS, Linux, Mac, self-hosted, Windows
14Amazon SageMaker Autopilot6.7No—API, Web
15Keras6.5No—Linux, Mac, Windows
16PaddlePaddle6.5No—API, Linux, Mac, self-hosted, Windows
17HPE Morpheus VM Essentials Software6.3No$50/moLinux, self-hosted, Web
18tinygrad6.1No—Linux, Mac, Windows, Web
19Apache SINGA6.0No—Linux, Windows, Mac
20Caffe6.0No—Linux, Mac, Windows
21Deeplearning4j6.0No—Windows, Mac, Linux
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Questions about NVIDIA TensorRT alternatives

What is the best alternative to NVIDIA TensorRT?

ONNX Runtime, number 1 in deep learning software with a score of 7.5 out of 10. The others here: TensorFlow, Apache TVM, Paperspace Gradient and 16 more.

What is the best free alternative to NVIDIA TensorRT?

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: documentation depth, a free tier and the platforms it runs on.