Anyscale
Paid
The managed platform from the creators of Ray for scaling AI training and inference.
About Comet
Comet started as an experiment tracking tool for machine learning, letting teams log metrics, compare runs and manage models. It remains a solid option for keeping training work organized and reproducible.
More recently the company released Opik, an open-source platform for tracing and evaluating language model applications. It records each step of an LLM call, runs automated checks on quality and helps catch regressions.
Comet has a free tier and paid plans for teams. It suits groups that work on both classic ML and generative AI projects.
Standout features
- Experiment tracking
- Model registry
- Opik LLM tracing
- Automated evaluations
- Dashboards
- Open-source Opik
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