H2O.ai vs MLflow
both compete in AI Infrastructure. Updated daily with live metrics.
H2O.ai: 227.2K downloads/mo (-6%), 7.5K GitHub stars, 2 active contributors, $241M funded vs
MLflow
Source: AI-Buzz. Updated daily from npm, PyPI, GitHub, and Hacker News.
Key Differences
For production adoption: H2O.ai is depended on by 45 packages. H2O.ai has 227.2K package downloads per month (-6% MoM). H2O.ai appears in 393 GitHub repositories.
For growth trajectory: H2O.ai has 7.5K GitHub stars.
For longevity/risk: H2O.ai has raised $241M in total disclosed funding. H2O.ai's most recent round was Series E. both companies operate in the AI Infrastructure category.
Bottom Line
H2O.ai leads on developer adoption with 227.2K monthly package downloads. Both compete in the AI Infrastructure space. For a deeper look, visit each company's full profile for trend charts, funding rounds, and community sentiment data.
Downloads (30d)
Disclosed Funding
GitHub Stars
Package Dependents
Repos Importing (code adoption)
Momentum (0-100)
Data freshness notice: MLflow: no data freshness timestamp available.
← Scroll to compare →
| Metric | Updated Mar 17 | MLflow |
|---|---|---|
| Website | h2o.ai → | mlflow.org → |
| Description | Open-source machine learning platform for enterprise AI applications | Open-source platform for the ML lifecycle including experiment tracking and model registry |
| Total Disclosed Funding Source: Public records / manual researchUpdates: Weekly | $241M✓ | N/A |
| Last Funding | Series E Nov 2021 | Not available |
| Developer Adoption | ||
| Momentum | 32Moderate✓ | N/A |
| npm Registry Downloads (30d) Source: npm registryUpdates: DailyNote: Includes all package installations including CI/CD pipelines and mirrors | 0 | N/A |
| PyPI Registry Downloads (30d) Source: PyPI (Google BigQuery)Updates: DailyNote: Includes all package installations including CI/CD pipelines and mirrors | 227.2K✓ | N/A |
| PyPI Trend (30d) | - | |
| Total Downloads (30d) Source: npm + PyPI registriesUpdates: DailyNote: Sum of npm and PyPI; excludes other package managers | 227.2K-6%✓ | Not tracked |
| Active Contributors/Day Source: GitHub APIUpdates: DailyNote: Tracks designated public repos per company, not all company GitHub activity | 2✓ | N/A |
| Contributors Trend | 0% | - |
| PyPI Dependents Source: Libraries.io APIUpdates: WeeklyNote: Counts direct reverse dependencies from PyPI | 45✓ | N/A |
| Code Adoption (repos) Source: ecosyste.ms Packages APIUpdates: DailyNote: Approximate count; excludes forks | 393✓ | N/A |
| Status | Private | Unknown |
| HN Mentions (30d) Source: Hacker News (Algolia API)Updates: Daily | 0 | N/A |
| GitHub Stars Source: GitHub APIUpdates: DailyNote: Stars are bookmarks — a popularity signal, not a usage indicator | 7.5K✓ | N/A |
| Founded | 2012 | Unknown |
| Primary Category | ||
| Data Last Updated | Unknown | |
* MLflow has no npm/PyPI packages tracked - download metrics unavailable. Signal score based on GitHub and community data only.
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