Strongest current signal
Package downloads
1.2M/30d
Tracked on PyPI
▼ -8%
ML experiment management platform for tracking and comparing models
Best current coverage: 1.2M downloads/30d, 71 dependents, and 378 public repos.
Lead signals
Comet ML has the best coverage in package pull, with downstream usage and engineering activity as support.
Strongest current signal
1.2M/30d
Tracked on PyPI
71
Known dependents on PyPI
2/30d
Ranked #40 in category discussion
378
Public repositories importing tracked packages
Research Brief
No recent Research Brief centers Comet ML yet. Start with the latest market reporting, then return here for the stored company signals on this page.
Browse Research Briefs →Reading
package pull and downstream usage are the clearest current signals for Comet ML.
Package pull
1.2M/30d
Tracked package pull on PyPI
Downstream usage
71
Known dependents on PyPI
Existing public code
378
Public repositories importing tracked packages
Developer discussion
2/30d
Ranked #40 in tracked category discussion
Coverage includes npm and PyPI registries, public code import detection, developer discussion, and recent company news where available. As of April 11, 2026. Methodology
These signals come from public code import detection and tracked hiring posts rather than registry totals alone.
Public repositories and source files importing packages tied to Comet ML.
Background and reference details
background, categories, funding, and tools stay collapsed until you need them.
ML experiment management platform for tracking and comparing models
Raised $57M total - DAI rank #71 suggests moderate developer adoption relative to funding.
OpenView
Bain Capital Ventures
Trilogy Equity Partners
28K PyPI
ML experiment management platform for tracking and comparing models
Historical metrics for Comet ML
Comet ML: PyPI Downloads down 91% (325.8K to 28.1K). HN Mentions remained flat. Code Adoption (Repos) remained flat.
| Date | PyPI Downloads | HN Mentions | Code Adoption (Repos) |
|---|---|---|---|
| Mar 20, 2026 | 325.8K | 1 | 378 |
| Mar 27, 2026 | 239.5K | 1 | 378 |
| Apr 3, 2026 | 274.1K | 0 | 378 |
| Apr 10, 2026 | 140.1K | 0 | 378 |
| Apr 11, 2026 | 28.1K | 0 | 378 |