Decision brief
OpenAI is the safer production bet today.
OpenAI has the stronger current base on production adoption and installed base. Scale AI still has the better short-term growth signal, so this is a stability call rather than a universal win.
OpenAI leads in npm + PyPI downloads at 2759x; OpenAI has raised more funding at $171.7B; OpenAI leads in active contributors with 34 (30d); OpenAI leads in code adoption with 46.1K repos importing; OpenAI leads in job demand with 2 mentions. Updated daily with live metrics.
Production adoption
OpenAI leads at 2759x on package downloads. OpenAI is at 12.0M/mo.
Installed base
OpenAI leads at 5172x in dependent packages.
Code adoption
OpenAI leads at 9221x in repos importing tracked packages.
Maintenance capacity
OpenAI has the more active contributor base at 34 contributors/day.
At a glance
Data sources: npm, PyPI, GitHub, Crunchbase, Hacker News, Reddit, job boards. Methodology →
Use this as the short, source-backed version of the call before you screenshot or cite the full table.
OpenAI: 12.0M npm + PyPI downloads/mo (+20% MoM), 30.3K GitHub stars, 34 active contributors, 11.7K dependents, 46.1K repos importing, $171.7B funded vs
Scale AI: 4.3K npm + PyPI downloads/mo (+26% MoM), 822 GitHub stars, 2 active contributors, 5 repos importing, $15.9B funded
Source: AI-Buzz Developer Adoption Index (DAI). Updated daily from 12 data sources. Methodology →
Evidence Table
Production signals first, softer context second. Winner states are explicit, and weak or missing data stays visible instead of being rounded away.
← Scroll to compare columns →
| Signal | Current edge | Updated Mar 26 | Updated Mar 26 |
|---|---|---|---|
Adoption & EcosystemThese signals carry the most weight for a production default. | |||
| Momentum | Current edge OpenAI +27 pts | 64 Moderate | 37 Moderate |
| Total package downloads (30d)Source: npm + PyPI registriesUpdates: DailyNote: Sum of npm and PyPI; excludes other package managersMethodology → | Current edge OpenAI 2759x | 12.0M +20% | 4.3K +895 downloads |
| npm registry downloads (30d)Source: npm registryUpdates: DailyNote: Includes all package installations including CI/CD pipelines and mirrorsMethodology → | Current edge OpenAI +2.8M | 2.8M | 0 |
| PyPI registry downloads (30d)Source: PyPI (pypistats.org)Updates: DailyNote: Includes all package installations including CI/CD pipelines and mirrorsMethodology → | Current edge OpenAI 2104x | 9.1M | 4.3K |
| Package dependentsSource: npm + PyPI registriesUpdates: DailyNote: Counts dependent packages across tracked npm and PyPI packages.Methodology → | Current edge OpenAI 5172x | 25.9K npm 11.7K · PyPI 14.2K | 5 npm 0 · PyPI 5 |
| Active contributors/daySource: GitHub APIUpdates: DailyNote: Tracks designated public repos per company, not all company GitHub activityMethodology → | Current edge OpenAI 17x | 34 +55% | 2 0% |
| Code adoption (repos)Source: ecosyste.ms Packages APIUpdates: DailyNote: Approximate count; excludes forksMethodology →Exclusive | Current edge OpenAI 9221x | 46.1K | 5 |
Community & AttentionHelpful context, but weaker than the adoption rows above. | |||
| GitHub starsSource: GitHub APIUpdates: DailyNote: Stars are bookmarks - a popularity signal, not a usage indicatorMethodology → | Current edge OpenAI 37x | 30.3K | 822 |
| Hacker News mentions (30d)Source: Hacker News (Algolia API)Updates: DailyMethodology → | Current edge OpenAI 105x | 105 | 1 |
| HN discussion shareSource: Hacker News (Algolia API)Updates: DailyNote: Share of Hacker News mentions within the company's primary category.Methodology → | Current edge OpenAI +18 pts | 22% | 3.8% |
| Reddit mentions (30d)Source: Reddit (search API)Updates: DailyNote: Counts posts and comments mentioning the company by name.Methodology →Exclusive | Current edge OpenAI 1.8x | 11 | 6 |
| Job mentions (30d)Source: Job board aggregationUpdates: DailyNote: Counts job listings that mention the company's technology.Methodology →Exclusive | Current edge OpenAI 2.0x | 2 | 1 |
Company DurabilityCapital and financing history provide context, not the whole call. | |||
| Total disclosed fundingSource: Public records / manual researchUpdates: WeeklyMethodology → | Current edge OpenAI 11x | $171.7B | $15.9B |
| Last funding round | Current edge Different | Venture Feb 2026 | Series G Jun 2025 |
Data TrustCoverage and freshness stay visible instead of being hidden by the narrative. | |||
| Data confidenceSource: AI-BuzzUpdates: DailyNote: Composite score based on field completeness, metric freshness, and identifier coverage.Methodology → | Current edge OpenAI +2 pts | Excellent (92%) | Excellent (90%) |
| Signals trackedSource: AI-BuzzUpdates: DailyNote: Number of tracked non-null signals in the core compare dataset.Methodology → | Current edge OpenAI +1 | 7/7 adoption, attention, and trust signals | 6/7 adoption, attention, and trust signals |
| Latest sync | Current edge Same | Mar 26, 2026 | Mar 26, 2026 |
Use This Comparison
Keep the share and export tools next to the evidence. The table stays public, citable, and licensed under CC BY 4.0.
Decision memo
OpenAI has the stronger current base on production adoption and installed base. Scale AI still has the better short-term growth signal, so this is a stability call rather than a universal win.
As of March 2026, OpenAI has the stronger current production footing, while Scale AI shows the faster growth signal.
Basis of the call
Production adoption
OpenAI leads at 2759x on package downloads. OpenAI is at 12.0M/mo.
Installed base
OpenAI leads at 5172x in dependent packages.
Code adoption
OpenAI leads at 9221x in repos importing tracked packages.
Maintenance capacity
OpenAI has the more active contributor base at 34 contributors/day.
your priority is 12.0M package downloads/mo, 25.9K dependent packages and 46.1K repos importing.
your priority is +26% MoM package growth.
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Which AI companies are developers actually adopting? We track npm and PyPI downloads for hundreds of companies. Get the biggest shifts delivered weekly.
Compare metric trends across companies over time
Comparing npm Downloads over 30 days: OpenAI (2.8M).
Source: npm registry | Methodology | CC BY 4.0
| Date | OpenAI | Scale AI |
|---|---|---|
| Feb 25 | 2.2M | - |
| Mar 4 | 2.4M | - |
| Mar 11 | 2.5M | - |
| Mar 18 | 2.4M | - |
| Mar 25 | 2.9M | - |
| Mar 26 | 2.8M | - |
