Comet ML tracks machine learning experiments with automatic logging of metrics, hyperparameters, and artifacts. The platform enables teams to compare runs, reproduce results, and monitor production models for drift.
How Comet ML compares with its closest alternatives
4 of the 5 closest alternatives have a free plan, as Comet ML does. All 5 offer an API, as Comet ML does. Comet ML offers a web app. Of the 4 alternatives with platforms on record, all 4 offer a web app. Comet ML was founded in 2017; the alternatives were founded between 2012 and 2020, 3 of them earlier. The alternatives with a known headquarters are in the United States.
Market position · Data
How Comet ML compares in Data
Comet ML has high opportunity and sits in the top third of 405 live Data tools on FalcoScan. Across Data, the average opportunity score is 69.2 and the average saturation score 33.3. FalcoScan rates Comet ML's own market position as open. 128 of the 405 operating Data tools have hot momentum, and FalcoScan has recorded 8 shutdowns in the category.
Comet ML has a free tier, with paid plans from $19 a month.
What are the best alternatives to Comet ML?
The closest alternatives to Comet ML that are still running, matched on the AI capabilities, uses and audience they share, are Evidently AI, H2O.ai, Aito ML Database, Datarobot, and Grafana Dashboards.
Is Comet ML still running?
Yes. As of 2 November 2026, FalcoScan lists Comet ML as operating at comet.com.
Does Comet ML have an API?
Yes. Comet ML offers an API.
Who is Comet ML for?
Comet ML is built for data scientists, ML engineers, and research teams.
How do I sign in to Comet ML?
Sign in on Comet ML's own website, comet.com. FalcoScan reviews Comet ML but does not run its accounts, so logins, passwords and billing are handled by Comet ML directly.