Apache SINGA vs NVIDIA Triton Inference Server

Apache SINGA

6.0 #20 in Deep Learning Software

About Apache SINGA

NVIDIA Triton Inference Server

7.5 #2 in Deep Learning Software

About NVIDIA Triton Inference Server
Apache SINGANVIDIA Triton Inference Server
Free planNoYes
Free trialNoYes
Paid from—$375/mo
Open sourceNoNo
PlatformsLinux, Windows, macOSapi, Linux, self-hosted, Windows
Free planYesYes
Training modelocal—
Deployment targetson-prem—
GPU accelerationYes—
Distributed trainingYes—
Supported languagesPython, C++—
Model formatsONNXTensorRT Plan, ONNX, TensorFlow GraphDef, TensorFlow SavedModel, PyTorch TorchScript, PyTorch 2.0

Both are listed in Best Deep Learning Software. On The Geeks Club, NVIDIA Triton Inference Server scores higher on our published basis.