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Best MATLAB Deep Learning Toolbox Alternatives in 2026

Updated

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

MATLAB Deep Learning Toolbox alternatives compared

#ToolScoreFree planFromRuns on
1ONNX Runtime7.8Free planFreeAndroid, iOS, Linux, Mac, self-hosted, Web, Windows
2Apache TVM7.6Free planFreeAndroid, API, 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
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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, Paperspace Gradient, MATLAB Grader 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 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.