Comet.ml

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37 reviews
  • 2 profiles
  • 5 categories
Average star rating
4.1
Serving customers since
2017

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Comet.ml Reviews

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Profile Name
Star Rating
17
19
1
0
0
Ritweeja A.
RA
Ritweeja A.
technical project co-ordinateEnterprise (> 1000 emp.)
10/12/2026
Validated Reviewer
Review source: G2 invite
Incentivized Review

Fast, Efficient Metric Streaming—But SDK and UI Features Don’t Always Match

The most liked part about this platform is instead of forcing HTTP requests every time a metric is calculated, which would cripple the GPU training performance, the SDK pushes raw metrics into an in-memory queue. It automatically batches the payload and flushes them to the Comet server over a persistent WebSocket connection.
Simon K.
SK
Simon K.
Software DeveloperEnterprise (> 1000 emp.)
10/11/2026
Validated Reviewer
Review source: G2 invite
Incentivized Review

Great Auto-Generated ML Visuals, but the Feature Set Can Feel Overwhelming

The most liked part is that it automatically generates clean graphs, confusion matrices, histogram plots, and system utilization charts out of the box with minimal boilerplate code.
Anushka R.
AR
Anushka R.
SDEEnterprise (> 1000 emp.)
10/08/2026
Validated Reviewer
Review source: G2 invite
Incentivized Review

Great Tracking for Code and Artifacts, but a Steep Learning Curve for Beginners

The best thing which I like the most is it can keep the track of code, datasets, dependencies, model artifacts which makes it very easy to produce a result which is particular.

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HQ Location:
New York, NY

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What is Comet.ml?

Cometml, accessible at https://www.comet.com, is an advanced platform designed to help data scientists and machine learning teams to track, compare, explain, and optimize experiments and models. Cometml provides tools that integrate seamlessly into existing workflows, facilitating easy collaboration among team members and enabling users to manage, visualize, and share their machine learning projects throughout every stage of development. The platform also offers features such as full experiment tracking, model comparison, real-time collaboration, and the capability to reproduce models with ease. Ideal for industries ranging from healthcare to finance where predictive analytics play a critical role, Cometml empowers teams to achieve their best results in machine learning endeavors.

Details

Year Founded
2017
Website
www.comet.com