Comet ML vs. Weights & Biases

Overview
ProductRatingMost Used ByProduct SummaryStarting Price
Comet ML
Score 8.0 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
Score 10.0 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 MLWeights & Biases
Editions & Modules
Starter
$50
per month per user
Community
Free
Enterprise
Custom
Starter
$50
per month per user
Enterprise
custom pricing
Offerings
Pricing Offerings
Comet MLWeights & Biases
Free Trial
YesNo
Free/Freemium Version
YesYes
Premium Consulting/Integration Services
NoNo
Entry-level Setup FeeNo setup feeNo setup fee
Additional Details
More Pricing Information
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User Ratings
Comet MLWeights & Biases
Likelihood to Recommend
-
(0 ratings)
10.0
(1 ratings)
User Testimonials
Comet MLWeights & 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
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Pros
Comet ML Inc.
No answers on this topic
Weights & Biases
  • Metrics Logging
  • Hyperparmeters Sweeps
  • Model Artifcats
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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
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
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ScreenShots

Weights & Biases Screenshots

Screenshot of Weights & Biases