MLflow vs SambaNova
both compete in AI Infrastructure. Updated daily with live metrics.
MLflow vs
SambaNova: 244 GitHub stars, 2 active contributors, $1.1B funded
Source: AI-Buzz. Updated daily from npm, PyPI, GitHub, and Hacker News.
Key Differences
For growth trajectory: SambaNova has 244 GitHub stars. SambaNova received 5 Hacker News mentions in the last 30 days.
For longevity/risk: SambaNova has raised $1.1B in total disclosed funding. SambaNova's most recent round was Series D. both companies operate in the AI Infrastructure category.
Bottom Line
SambaNova leads across most developer signals tracked by AI-Buzz. 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.
Disclosed Funding
GitHub Stars
HN Mentions (30d)
Momentum (0-100)
Data freshness notice: MLflow: no data freshness timestamp available.
← Scroll to compare →
| Metric | MLflow | Updated Mar 17 |
|---|---|---|
| Website | mlflow.org → | sambanova.ai → |
| Description | Open-source platform for the ML lifecycle including experiment tracking and model registry | AI chip and systems company building custom silicon for enterprise |
| Total Disclosed Funding Source: Public records / manual researchUpdates: Weekly | N/A | $1.1B✓ |
| Last Funding | Not available | Series D Apr 2021 |
| Developer Adoption | ||
| Momentum | N/A | 38Moderate✓ |
| npm Registry Downloads (30d) Source: npm registryUpdates: DailyNote: Includes all package installations including CI/CD pipelines and mirrors | N/A | N/A |
| PyPI Registry Downloads (30d) Source: PyPI (Google BigQuery)Updates: DailyNote: Includes all package installations including CI/CD pipelines and mirrors | N/A | N/A |
| Total Downloads (30d) Source: npm + PyPI registriesUpdates: DailyNote: Sum of npm and PyPI; excludes other package managers | Not tracked | Not tracked |
| Active Contributors/Day Source: GitHub APIUpdates: DailyNote: Tracks designated public repos per company, not all company GitHub activity | N/A | 2✓ |
| Contributors Trend | - | 0% |
| HN Discussion Share Source: Hacker News (Algolia API)Updates: DailyNote: Share of HN mentions within the company's primary category | - | 0.3% of HN mentions |
| Status | Unknown | Private |
| HN Mentions (30d) Source: Hacker News (Algolia API)Updates: Daily | N/A | 5✓ |
| GitHub Stars Source: GitHub APIUpdates: DailyNote: Stars are bookmarks — a popularity signal, not a usage indicator | N/A | 244✓ |
| Founded | Unknown | 2017 |
| 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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