Specifiction
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
List your tool
Vendor dashboard

Best Caffe Alternatives in 2026

Updated

20 tools from deep learning software ranked against Caffe on the same published basis.

  1. 1
    ONNX Runtime Free plan AndroidiOSLinuxMacself-hosted Free7.8
    Caffe vs ONNX Runtime
  2. 2
    Apache TVM Free plan AndroidapiiOSLinuxMac Free7.6
    Caffe vs Apache TVM
  3. 3
    Paperspace Gradient Free plan apiLinuxMacWebWin $8/mo7.6
    Caffe vs Paperspace Gradient
  4. 4
    MATLAB Grader Free plan LinuxMacWebWin Free7.5
    Caffe vs MATLAB Grader
  5. 5
    TensorFlow Free plan AndroidapiiOSLinuxMac Free7.5
    Caffe vs TensorFlow
  6. 6
    MegEngine Free plan AndroidiOSLinuxMacself-hosted Free7.3
    Caffe vs MegEngine
  7. 7
    NVIDIA Triton Inference Server Free plan apiLinuxself-hostedWin $375/mo7.2
    Caffe vs NVIDIA Triton Inference Server
  8. 8
    Trackio Free plan apiLinuxMacself-hostedWeb Free7.2
    Caffe vs Trackio
  9. 9
    Amazon SageMaker Autopilot Free trial apiWeb 7.1
    Caffe vs Amazon SageMaker Autopilot
  10. 10
    Ray Train Free plan LinuxMacself-hostedWin Free7.1
    Caffe vs Ray Train
  11. 11
    HPE Morpheus VM Essentials Software Free trial Linuxself-hostedWeb $50/mo7.0
    Caffe vs HPE Morpheus VM Essentials Software
  12. 12
    PyTorch AndroidapiiOSLinuxMac 7.0
    Caffe vs PyTorch
  13. 13
    DeepSpeed Free plan LinuxMacself-hosted Free6.8
    Caffe vs DeepSpeed
  14. 14
    Keras LinuxMacWin 6.7
    Caffe vs Keras
  15. 15
    PaddlePaddle apiLinuxMacself-hostedWin 6.7
    Caffe vs PaddlePaddle
  16. 16
    Lightning AI Studios Free plan apiWeb 6.6
    Caffe vs Lightning AI Studios
  17. 17
    Valohai Free trial apiLinuxself-hostedWeb 6.6
    Caffe vs Valohai
  18. 18
    tinygrad LinuxMacWinWeb 6.4
    Caffe vs tinygrad
  19. 19
    Apache SINGA LinuxWinMac 6.2
    Caffe vs Apache SINGA
  20. 21
    Deeplearning4j WinMacLinux 6.2
    Caffe vs Deeplearning4j

Caffe 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
6MegEngine7.3Free planFreeAndroid, iOS, Linux, Mac, self-hosted, Windows
7NVIDIA Triton Inference Server7.2Free plan$375/moAPI, Linux, self-hosted, Windows
8Trackio7.2Free planFreeAPI, Linux, Mac, self-hosted, Web, Windows
9Amazon SageMaker Autopilot7.1No—API, Web
10Ray Train7.1Free planFreeLinux, Mac, self-hosted, Windows
11HPE Morpheus VM Essentials Software7.0No$50/moLinux, self-hosted, Web
12PyTorch7.0No—Android, API, iOS, Linux, Mac, self-hosted, Windows
13DeepSpeed6.8Free planFreeLinux, Mac, self-hosted
14Keras6.7No—Linux, Mac, Windows
15PaddlePaddle6.7No—API, Linux, Mac, self-hosted, Windows
16Lightning AI Studios6.6Free plan—API, Web
17Valohai6.6No—API, Linux, self-hosted, Web
18tinygrad6.4No—Linux, Mac, Windows, Web
19Apache SINGA6.2No—Linux, Windows, Mac
21Deeplearning4j6.2No—Windows, Mac, Linux
Make your tool an alternative to Caffe

The sponsored alternative slot on this page is labelled Sponsored.

See the price

Questions about Caffe alternatives

What is the best alternative to Caffe?

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 Caffe?

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, 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.