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
Mobile US PressList your app
Vendor dashboard

Best PaddlePaddle Alternatives in 2026

Updated

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

  1. 1
    TensorFlow Free plan AndroidapiiOSLinuxMac Free9.1
    PaddlePaddle vs TensorFlow
  2. 2
    PyTorch AndroidapiiOSLinuxMac 8.3
    PaddlePaddle vs PyTorch
  3. 3
    DeepSpeed Free plan LinuxMacself-hosted Free8.0
    PaddlePaddle vs DeepSpeed
  4. 4
    NVIDIA Triton Inference Server Free plan apiLinuxself-hostedWin $375/mo7.9
    PaddlePaddle vs NVIDIA Triton Inference Server
  5. 5
    ONNX Runtime Free plan AndroidiOSLinuxMacself-hosted Free7.9
    PaddlePaddle vs ONNX Runtime
  6. 6
    MegEngine Free plan AndroidiOSLinuxMacself-hosted Free7.6
    PaddlePaddle vs MegEngine
  7. 7
    Apache TVM Free plan AndroidapiiOSLinuxMac Free7.5
    PaddlePaddle vs Apache TVM
  8. 8
    Caffe LinuxMacWin 7.2
    PaddlePaddle vs Caffe
  9. 9
    Deeplearning4j WinMacLinux 7.1
    PaddlePaddle vs Deeplearning4j
  10. 10
    Lightning AI Studios Free plan apiWeb 7.1
    PaddlePaddle vs Lightning AI Studios
  11. 11
    Keras LinuxMacWin 7.0
    PaddlePaddle vs Keras
  12. 12
    NVIDIA TensorRT Free plan Linuxself-hostedWin Free6.9
    PaddlePaddle vs NVIDIA TensorRT
  13. 13
    NVIDIA TAO Toolkit Linux 6.8
    PaddlePaddle vs NVIDIA TAO Toolkit
  14. 14
    NVIDIA cuDNN WinLinux 6.7
    PaddlePaddle vs NVIDIA cuDNN
  15. 15
    Paperspace Gradient Free plan apiLinuxMacWebWin $8/mo6.7
    PaddlePaddle vs Paperspace Gradient
  16. 16
    fastai LinuxWinMac 6.5
    PaddlePaddle vs fastai
  17. 17
    MATLAB Deep Learning Toolbox LinuxMacWin 6.4
    PaddlePaddle vs MATLAB Deep Learning Toolbox
  18. 18
    Ray Train Free plan LinuxMacself-hostedWin Free6.4
    PaddlePaddle vs Ray Train
  19. 19
    Determined LinuxWeb 6.3
    PaddlePaddle vs Determined
  20. 20
    Apache SINGA LinuxWinMac 6.2
    PaddlePaddle vs Apache SINGA

PaddlePaddle alternatives compared

#AppScoreFree planFromRuns on
1TensorFlow9.1Free planFreeAndroid, API, iOS, Linux, Mac, self-hosted, Web, Windows
2PyTorch8.3No—Android, API, iOS, Linux, Mac, self-hosted, Windows
3DeepSpeed8.0Free planFreeLinux, Mac, self-hosted
4NVIDIA Triton Inference Server7.9Free plan$375/moAPI, Linux, self-hosted, Windows
5ONNX Runtime7.9Free planFreeAndroid, iOS, Linux, Mac, self-hosted, Web, Windows
6MegEngine7.6Free planFreeAndroid, iOS, Linux, Mac, self-hosted, Windows
7Apache TVM7.5Free planFreeAndroid, API, iOS, Linux, Mac, self-hosted, Web, Windows
8Caffe7.2No—Linux, Mac, Windows
9Deeplearning4j7.1No—Windows, Mac, Linux
10Lightning AI Studios7.1Free plan—API, Web
11Keras7.0No—Linux, Mac, Windows
12NVIDIA TensorRT6.9Free planFreeLinux, self-hosted, Windows
13NVIDIA TAO Toolkit6.8No—Linux
14NVIDIA cuDNN6.7No—Windows, Linux
15Paperspace Gradient6.7Free plan$8/moAPI, Linux, Mac, Web, Windows
16fastai6.5No—Linux, Windows, Mac
17MATLAB Deep Learning Toolbox6.4No—Linux, Mac, Windows
18Ray Train6.4Free planFreeLinux, Mac, self-hosted, Windows
19Determined6.3No—Linux, Web
20Apache SINGA6.2No—Linux, Windows, Mac
Make your app an alternative to PaddlePaddle

The sponsored alternative slot on this page is labelled Sponsored.

See the price

Questions about PaddlePaddle alternatives

What is the best alternative to PaddlePaddle?

TensorFlow, number 1 in deep learning software with a score of 9.1 out of 10. The others here: PyTorch, DeepSpeed, NVIDIA Triton Inference Server and 16 more.

What is the best free alternative to PaddlePaddle?

TensorFlow is the best-ranked alternative with a free plan. 10 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.