Amazon SageMaker Experiments comparisons

Paid#4 of 38 in ML Experiment Tracking Software

Amazon SageMaker Experiments is compared head-to-head with Weights & Biases, ClearML and Comet and more: 7 head-to-heads in ML Experiment Tracking Software, each with the specs and prices we checked.

8.6/10★★★★☆Editor score

Visit AWS

Amazon SageMaker Experiments8.6 Visit AWS

Amazon SageMaker Experiments head-to-head

• Amazon SageMaker Experiments vs Weights & Biases
• Amazon SageMaker Experiments vs ClearML
• Amazon SageMaker Experiments vs Comet
• Amazon SageMaker Experiments vs Databricks Mosaic AI
• Amazon SageMaker Experiments vs Valohai
• Amazon SageMaker Experiments vs Hopsworks AI Lakehouse
• Amazon SageMaker Experiments vs DVCLive

Amazon SageMaker Experiments vs each of them

#	Tool	Free plan	Paid from	Run comparison	Artifact tracking	Model registry	Score
4	Amazon SageMaker Experiments	No		Yes	Yes	Yes	8.6
1	Weights & Biases	Yes	$60/mo			Yes	8.9
2	ClearML	Yes	$15/user/mo			Yes	8.8
3	Comet	Yes	$19/user/mo	Yes	Yes	Yes	8.7
5	Databricks Mosaic AI					Yes	8.5
6	Valohai	No				Yes	8.3
7	Hopsworks AI Lakehouse	Yes		Yes	Yes	Yes	8.2
8	DVCLive	Yes	Free	Yes	Yes		8.1

Compare Amazon SageMaker Experiments with any ML experiment tracking tool

These are the matchups our editors wrote up. The compare tool pairs Amazon SageMaker Experiments with any other product in ML Experiment Tracking Software — and up to four at once — from the same checked specs.

Compare Amazon SageMaker Experiments with any tool side by side →

Every ML experiment tracking software head-to-head →

Our full Amazon SageMaker Experiments verdict, pricing and fact sheet →

Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. Bought places stand at the number bought; this page and our disclosure say so. Paying vendors may get a fuller, more detailed review from our editors, and that review can change their score. How we rank.

Compared by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated 10 Oct 2026 · How we research and update