The Geeks Club
Vendor dashboard
Search
For vendors
AdvertiseTop spots, featured rows, home sponsor Get listedAdd a product we don't cover yet Claim a listingFree: verify the domain, then correct your page Vendor dashboardNumbers, orders and placements

Best NVIDIA cuDNN Alternatives in 2026

Updated

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

  1. 1
    Lightning AI Studios Free plan apiWeb 7.6
    NVIDIA cuDNN vs Lightning AI Studios
  2. 2
    NVIDIA Triton Inference Server Free plan apiLinuxself-hostedWin $375/mo7.5
    NVIDIA cuDNN vs NVIDIA Triton Inference Server
  3. 3
    ONNX Runtime Free plan AndroidiOSLinuxMacself-hosted Free7.5
    NVIDIA cuDNN vs ONNX Runtime
  4. 4
    Amazon SageMaker Autopilot Free trial apiWeb 7.4
    NVIDIA cuDNN vs Amazon SageMaker Autopilot
  5. 5
    Paperspace Gradient Free plan apiLinuxMacWebWin $8/mo7.4
    NVIDIA cuDNN vs Paperspace Gradient
  6. 6
    Apache TVM Free plan AndroidapiiOSLinuxMac Free7.3
    NVIDIA cuDNN vs Apache TVM
  7. 7
    MATLAB Grader Free plan LinuxMacWebWin Free7.3
    NVIDIA cuDNN vs MATLAB Grader
  8. 8
    TensorFlow Free plan AndroidapiiOSLinuxMac Free7.1
    NVIDIA cuDNN vs TensorFlow
  9. 9
    Trackio Free plan apiLinuxMacself-hostedWeb Free7.1
    NVIDIA cuDNN vs Trackio
  10. 10
    MegEngine Free plan AndroidiOSLinuxMacself-hosted Free7.0
    NVIDIA cuDNN vs MegEngine
  11. 11
    NVIDIA TensorRT Free plan Linuxself-hostedWin Free7.0
    NVIDIA cuDNN vs NVIDIA TensorRT
  12. 12
    Ray Train Free plan LinuxMacself-hostedWin Free7.0
    NVIDIA cuDNN vs Ray Train
  13. 13
    HPE Morpheus VM Essentials Software Free trial Linuxself-hostedWeb $50/mo6.9
    NVIDIA cuDNN vs HPE Morpheus VM Essentials Software
  14. 14
    DeepSpeed Free plan LinuxMacself-hosted Free6.7
    NVIDIA cuDNN vs DeepSpeed
  15. 15
    PyTorch AndroidapiiOSLinuxMac 6.5
    NVIDIA cuDNN vs PyTorch
  16. 16
    Valohai Free trial apiLinuxself-hostedWeb 6.5
    NVIDIA cuDNN vs Valohai
  17. 17
    Keras LinuxMacWin 6.3
    NVIDIA cuDNN vs Keras
  18. 18
    PaddlePaddle apiLinuxMacself-hostedWin 6.3
    NVIDIA cuDNN vs PaddlePaddle
  19. 19
    tinygrad LinuxMacWinWeb 6.1
    NVIDIA cuDNN vs tinygrad
  20. 20
    Apache SINGA LinuxWinMac 6.0
    NVIDIA cuDNN vs Apache SINGA

NVIDIA cuDNN alternatives compared

#PlatformScoreFree planFromRuns on
1Lightning AI Studios7.6Free plan—API, Web
2NVIDIA Triton Inference Server7.5Free plan$375/moAPI, Linux, self-hosted, Windows
3ONNX Runtime7.5Free planFreeAndroid, iOS, Linux, Mac, self-hosted, Web, Windows
4Amazon SageMaker Autopilot7.4No—API, Web
5Paperspace Gradient7.4Free plan$8/moAPI, Linux, Mac, Web, Windows
6Apache TVM7.3Free planFreeAndroid, API, iOS, Linux, Mac, self-hosted, Web, Windows
7MATLAB Grader7.3Free planFreeLinux, Mac, Web, Windows
8TensorFlow7.1Free planFreeAndroid, API, iOS, Linux, Mac, self-hosted, Web, Windows
9Trackio7.1Free planFreeAPI, Linux, Mac, self-hosted, Web, Windows
10MegEngine7.0Free planFreeAndroid, iOS, Linux, Mac, self-hosted, Windows
11NVIDIA TensorRT7.0Free planFreeLinux, self-hosted, Windows
12Ray Train7.0Free planFreeLinux, Mac, self-hosted, Windows
13HPE Morpheus VM Essentials Software6.9No$50/moLinux, self-hosted, Web
14DeepSpeed6.7Free planFreeLinux, Mac, self-hosted
15PyTorch6.5No—Android, API, iOS, Linux, Mac, self-hosted, Windows
16Valohai6.5No—API, Linux, self-hosted, Web
17Keras6.3No—Linux, Mac, Windows
18PaddlePaddle6.3No—API, Linux, Mac, self-hosted, Windows
19tinygrad6.1No—Linux, Mac, Windows, Web
20Apache SINGA6.0No—Linux, Windows, Mac
Make your platform an alternative to NVIDIA cuDNN

The sponsored alternative slot on this page is labelled Sponsored.

See the price

Questions about NVIDIA cuDNN alternatives

What is the best alternative to NVIDIA cuDNN?

Lightning AI Studios, number 1 in deep learning software with a score of 7.6 out of 10. The others here: NVIDIA Triton Inference Server, ONNX Runtime, Amazon SageMaker Autopilot and 16 more.

What is the best free alternative to NVIDIA cuDNN?

Lightning AI Studios 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 how quickly a newcomer can get going: documentation depth, a free tier or trial, and the platforms it runs on.