This page breaks down Comet.ml ratings from all verified review sources to give you a clear, unbiased view of what real users think in September 2025.
We’ve aggregated the latest scores from all major platforms like Trustpilot, G2, Capterra and many more to help you understand Comet.ml’s overall reputation. This data-driven overview will show you exactly how Comet.ml is rated - including how it compares to competitors.

Comet.ml's Overall Rating Summary

  • Average Rating:4.6/5
  • Total Reviews:134 reviews
  • Sources:G2, Trustradius, Capterra, Producthunt, Softwareadvice, Facebook, Getapp, Gartner
  • Last updated:September 1, 2025

Comet.ml Ratings by Source

PlatformRatingReviewsLast Update
G2 logoG2
4.3/5
12+ reviews01.09.25
Trustradius logoTrustradius
4/5
8+ reviews01.09.25
Capterra logoCapterra
4.3/5
12+ reviews01.09.25
Producthunt logoProducthunt
5/5
12+ reviews08.06.25
Softwareadvice logoSoftwareadvice
4.7/5
72+ reviews08.06.25
Facebook logoFacebook
5/5
4+ reviews01.09.25
Getapp logoGetapp
4.3/5
12+ reviews01.09.25
Gartner logoGartner
4.5/5
2+ reviews01.09.25

What is Comet.ml?

Comet’s machine learning platform integrates with your existing infrastructure and tools to manage, visualize, and optimize models, from training runs to production monitoring. Key features include Experiment Management, Artifacts, Model Registry, Model Production Monitoring, and LLMOps, allowing users to track code, hyperparameters, metrics, and datasets, and create custom visualizations. The platform supports productivity, reproducibility, and collaboration, and can be deployed on cloud, virtual private cloud (VPC), or on-premises.

🤔 Comet.ml vs Competitors: How Do Ratings Compare?

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Frequently Asked Questions

How trustworthy is Comet.ml?

According to Producthunt and G2 review sites Comet.ml holds ratings of 5/5 and 4.3/5 respectively from 24 reviews, highlights excellent reputation and user approval as of September 2025.

How many stars is Comet.ml rated?

Comet.ml has an average star rating of 4.6 out of 5 stars based on average of 134 reviews as of September 2025.

Where does the rating data come from?

The ratings are pulled from Comet.ml public reviews pages on platforms: G2, Trustradius, Capterra, Producthunt, Softwareadvice, Facebook, Getapp, Gartner. We update these ratings monthly to ensure they reflect the most current customer feedback.

How overall average rating for Comet.ml is calculated?

The overall average rating is calculated by taking the weighted average of all ratings, using the total reviews count from each platform as the weight.