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Comet

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Read 10 Comet reviews and testimonials from customers, explore 8 case studies and customer success stories, and watch 4 customer videos to see why companies chose Comet as their MLOps

Comet is a meta machine learning platform designed to help data scientists and machine learning engineers to track, manage, visualize, and optimize ML models—from training runs to production monitoring. With just 2 line of code Comet integrates seamlessly with your existing ML infrastructure and tools so you do not have to start from scratch. Comet is trusted by some of the most innovative ML teams including Etsy, Uber, Shopify, Zappos, Ancestry, Assembly AI, Google AI, Shipt and many more.

Learn more @ https://www.comet.com/site/

Try the collab notebook : https://colab.research.google.com/drive/1jj9BgsFApkqnpPMLCHSDH-5MoL_bjvYq?usp=sharing

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  • 10 Testimonials View
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Customer Rating Review Score based on 1245 reference ratings
4.8/5.0 (1245)
  • Summer 2025 Top Performer MLOps Software

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    Neptune.ai is an experiment tracking hub bringing organization and collaboration to data science projects. Neptune records your entire experimentation process - exploratory notebooks, model training runs, code, hyperparameters, metrics, data versions, results, exploration visualizations, and more. Everything is stored and backed-up in an organized knowledge repository, ready to be accessed, …

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10Testimonials

  • "At HuggingFace, we build NLP tools that are used by thousands of researchers and practitioners each day. Comet enables us to speed up research cycles and reliably reproduce and collaborate …

  • "I've spent a good amount of time evaluating Comet's competitors and alternatives and concluded that Comet is the best solution. None of the other products have the simplicity, ease of …

  • “We can’t simply look at a global accuracy metric, rather we must use sliced analysis to gauge the improvements or degradations in each market and product category.”

9 more testimonials currently locked

8 Case Studies

  • NatWest Group - Leveraging Comet for ML Platform Standardization and Collaboration

  • How Scientists at Uber Use Comet to Manage Machine Learning Experiments

  • Building an end-to-end Speech Recognition model in PyTorch with AssemblyAI

7 more case studies currently locked

4 Customer Videos

  • From Hackathon to Production: Unveiling Etsy's Image Search Revolution with Comet
  • Scaling ML Operations for a Multi-Sided Retail Marketplace
  • How Netflix Built Their ML Infrastructure
3 more videos currently locked

Additional Comet Information & Resources

Read Comet Reviews, Testimonials & Customer References from 10 real Comet customers.

Browse Comet Case Studies, Customer Success Stories, & Customer References from 8 businesses that use Comet.

Watch Comet Customer Videos to learn why 4 businesses chose Comet.