Comet ML vs. Weights & Biases

Comet ML

1 Reviews and Ratings

Weights & Biases

2 Reviews and Ratings

Overview
Product	Rating	Most Used By	Product Summary	Starting Price
Comet ML	Score8 out of 10	N/A	Comet.ml is an MLOps software that allows engineers and data scientists to automatically track their datasets, code changes, experimentation history, and production models to drive efficiency, transparency, and reproducibility. Comet allows data scientists to maintain their preferred workflow and tools, while tracking previous work and collaborating throughout the iterative process.	$0 per month
Weights & Biases	Score10 out of 10	N/A	Weights & Biases helps machine learning teams build better models. Practitioners can debug, compare and reproduce their models — architecture, hyperparameters, git commits, model weights, GPU usage, datasets and predictions — and collaborate with their teammates.	$50 per month per user

Pricing

Comet ML

Weights & Biases

Starter: $50
per month per user
Community: Free
Enterprise: Custom

Starter: $50
per month per user
Enterprise: custom pricing

Pricing Offerings
Comet ML	Weights & Biases
Free Trial
Yes	No
Free/Freemium Version
Yes	Yes
Premium Consulting/Integration Services
No	No

No setup fee

No setup fee

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User Ratings
	Comet ML	Weights & Biases
Likelihood to Recommend	- (0 ratings)	10.0 (1 ratings)

User Testimonials
	Comet ML	Weights & Biases
Likelihood to Recommend	Comet ML Inc. No answers on this topic	Weights & Biases No brainer to use it when doing ML experiments as it is very easy compared to any other open source tool. You don't have to host anything like in Tensorboard. Experiment details can be shared very easily with public using the reports Incentivized Verified User Read full review
Pros	Comet ML Inc. No answers on this topic	Weights & Biases Metrics Logging Hyperparmeters Sweeps Model Artifcats Incentivized Verified User Read full review
Cons	Comet ML Inc. No answers on this topic	Weights & Biases Dashboard lags when we log a lot of metrics Improved support for matplotlib charts and documentation of wandb custom charts is not straghtforward Incentivized Verified User Read full review
Return on Investment	Comet ML Inc. No answers on this topic	Weights & Biases Made it very easy to track experiments Track ML and Business Metrics improvements across experiments Reproduce runs which is essential in ML modelling Incentivized Verified User Read full review
ScreenShots		Weights & Biases Screenshots