NVIDIA TAO Toolkit vs NVIDIA Triton Inference Server

NVIDIA TAO Toolkit

6.8 #13 in Deep Learning Software

About NVIDIA TAO Toolkit

NVIDIA Triton Inference Server

7.9 #4 in Deep Learning Software

About NVIDIA Triton Inference Server
NVIDIA TAO ToolkitNVIDIA Triton Inference Server
Free planNoYes
Free trialNoYes
Paid from—$375/mo
Open sourceNoNo
PlatformsLinuxapi, Linux, self-hosted, Windows
Free planYesYes
Training modeboth—
Deployment targetsmultiple—
GPU accelerationYes—
Distributed trainingYes—
Model formatsONNX, TensorRT engineTensorRT Plan, ONNX, TensorFlow GraphDef, TensorFlow SavedModel, PyTorch TorchScript, PyTorch 2.0

Both are listed in Best Deep Learning Software. On Samsung Mobile US Press, NVIDIA Triton Inference Server scores higher on our published basis.