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Best MATLAB Deep Learning Toolbox Alternatives in 2026

Updated

20 apps from deep learning software ranked against MATLAB Deep Learning Toolbox on the same published basis.

  1. 1
    ONNX Runtime Free plan AndroidiOSLinuxMacself-hosted Free7.8
    MATLAB Deep Learning Toolbox vs ONNX Runtime
  2. 2
    Apache TVM Free plan AndroidapiiOSLinuxMac Free7.7
    MATLAB Deep Learning Toolbox vs Apache TVM
  3. 3
    MegEngine Free plan AndroidiOSLinuxMacself-hosted Free7.7
    MATLAB Deep Learning Toolbox vs MegEngine
  4. 4
    TensorFlow Free plan AndroidapiiOSLinuxMac Free7.7
    MATLAB Deep Learning Toolbox vs TensorFlow
  5. 5
    PyTorch AndroidapiiOSLinuxMac 7.2
    MATLAB Deep Learning Toolbox vs PyTorch
  6. 6
    Lightning AI Studios Free plan apiWeb 6.4
    MATLAB Deep Learning Toolbox vs Lightning AI Studios
  7. 7
    Paperspace Gradient Free plan apiLinuxMacWebWin $8/mo6.4
    MATLAB Deep Learning Toolbox vs Paperspace Gradient
  8. 8
    MATLAB Grader Free plan LinuxMacWebWin Free6.3
    MATLAB Deep Learning Toolbox vs MATLAB Grader
  9. 9
    Amazon SageMaker Autopilot Free trial apiWeb 6.2
    MATLAB Deep Learning Toolbox vs Amazon SageMaker Autopilot
  10. 10
    DeepSpeed Free plan LinuxMacself-hosted Free6.2
    MATLAB Deep Learning Toolbox vs DeepSpeed
  11. 11
    NVIDIA TensorRT Free plan Linuxself-hostedWin Free6.2
    MATLAB Deep Learning Toolbox vs NVIDIA TensorRT
  12. 12
    NVIDIA Triton Inference Server Free plan apiLinuxself-hostedWin $375/mo6.2
    MATLAB Deep Learning Toolbox vs NVIDIA Triton Inference Server
  13. 13
    Ray Train Free plan LinuxMacself-hostedWin Free6.2
    MATLAB Deep Learning Toolbox vs Ray Train
  14. 14
    Trackio Free plan apiLinuxMacself-hostedWeb Free6.2
    MATLAB Deep Learning Toolbox vs Trackio
  15. 15
    Keras LinuxMacWin 5.7
    MATLAB Deep Learning Toolbox vs Keras
  16. 16
    PaddlePaddle apiLinuxMacself-hostedWin 5.7
    MATLAB Deep Learning Toolbox vs PaddlePaddle
  17. 17
    HPE Morpheus VM Essentials Software Free trial Linuxself-hostedWeb $50/mo5.6
    MATLAB Deep Learning Toolbox vs HPE Morpheus VM Essentials Software
  18. 18
    MLX MacLinux 5.4
    MATLAB Deep Learning Toolbox vs MLX
  19. 19
    Apache SINGA LinuxWinMac 5.3
    MATLAB Deep Learning Toolbox vs Apache SINGA
  20. 20
    Caffe LinuxMacWin 5.3
    MATLAB Deep Learning Toolbox vs Caffe

MATLAB Deep Learning Toolbox alternatives compared

#AppScoreFree planFromRuns on
1ONNX Runtime7.8Free planFreeAndroid, iOS, Linux, Mac, self-hosted, Web, Windows
2Apache TVM7.7Free planFreeAndroid, API, iOS, Linux, Mac, self-hosted, Web, Windows
3MegEngine7.7Free planFreeAndroid, iOS, Linux, Mac, self-hosted, Windows
4TensorFlow7.7Free planFreeAndroid, API, iOS, Linux, Mac, self-hosted, Web, Windows
5PyTorch7.2No—Android, API, iOS, Linux, Mac, self-hosted, Windows
6Lightning AI Studios6.4Free plan—API, Web
7Paperspace Gradient6.4Free plan$8/moAPI, Linux, Mac, Web, Windows
8MATLAB Grader6.3Free planFreeLinux, Mac, Web, Windows
9Amazon SageMaker Autopilot6.2No—API, Web
10DeepSpeed6.2Free planFreeLinux, Mac, self-hosted
11NVIDIA TensorRT6.2Free planFreeLinux, self-hosted, Windows
12NVIDIA Triton Inference Server6.2Free plan$375/moAPI, Linux, self-hosted, Windows
13Ray Train6.2Free planFreeLinux, Mac, self-hosted, Windows
14Trackio6.2Free planFreeAPI, Linux, Mac, self-hosted, Web, Windows
15Keras5.7No—Linux, Mac, Windows
16PaddlePaddle5.7No—API, Linux, Mac, self-hosted, Windows
17HPE Morpheus VM Essentials Software5.6No$50/moLinux, self-hosted, Web
18MLX5.4No—Mac, Linux
19Apache SINGA5.3No—Linux, Windows, Mac
20Caffe5.3No—Linux, Mac, Windows
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Questions about MATLAB Deep Learning Toolbox alternatives

What is the best alternative to MATLAB Deep Learning Toolbox?

ONNX Runtime, number 1 in deep learning software with a score of 7.8 out of 10. The others here: Apache TVM, MegEngine, TensorFlow and 16 more.

What is the best free alternative to MATLAB Deep Learning Toolbox?

ONNX Runtime is the best-ranked alternative with a free plan. 12 of the 20 alternatives here publish a free plan on their own pricing pages.

How are these alternatives ranked?

Ranked mobile-first: a phone app alongside the web or desktop product, a free tier and the depth of its documentation.