Amazon SageMaker Autopilot vs Ludwig

Amazon SageMaker Autopilot

6.9 #10 in ML Experiment Tracking Software

About Amazon SageMaker Autopilot

Ludwig

7.1 #7 in Deep Learning Software

About Ludwig
Amazon SageMaker AutopilotLudwig
Free planNoYes
Free trialYesNo
Paid from—Free
Open sourceNoNo
Platformsapi, Webapi, Linux, macOS, self-hosted, Windows
Free planNoYes
Training mode—both
Deployment targets—multiple
GPU acceleration—Yes
Distributed training—Yes
Supported languages—Python
Model formats—SafeTensors, torch.export, ONNX, MLflow

Both are listed in Best Deep Learning Software. On Everything Xiaomi, Ludwig scores higher on our published basis.