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 Apache SINGA Alternatives in 2026

Updated

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

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

Apache SINGA 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
20Caffe6.2No—Linux, Mac, Windows
21Deeplearning4j6.2No—Windows, Mac, Linux
Make your tool an alternative to Apache SINGA

The sponsored alternative slot on this page is labelled Sponsored.

See the price

Questions about Apache SINGA alternatives

What is the best alternative to Apache SINGA?

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 Apache SINGA?

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.