This matchup splits the picture: Dataiku leads in funding, while Hugging Face (Gradio) leads in package adoption. Both compete in AI Infrastructure. Updated daily with live metrics.
At a glance
Sources: npm, PyPI, GitHub, Crunchbase, Hacker News, Reddit, and job boards. Methodology →
Comparable data synced April 5, 2026Comparison table
Core adoption signals first, supporting context second. Gaps stay visible instead of being rounded away.
← Scroll to compare columns →
| Metric | Gap | Updated Apr 5 | Updated Apr 5 |
|---|---|---|---|
Adoption & EcosystemThese signals carry the most weight for a production default. | |||
| Momentum score | Dataiku only | 38 Moderate | - |
| Total package downloads (30d)Source: npm + PyPI registriesUpdates: DailyNote: Sum of npm and PyPI; excludes other package managersMethodology → | Hugging Face (Gradio) 43824x | 8 | 350.6K (2 packages) |
| npm registry downloads (30d)Source: npm registryUpdates: DailyNote: Includes all package installations including CI/CD pipelines and mirrorsMethodology → | Hugging Face (Gradio) 199x | 8 | 1.6K (2 packages) |
| PyPI registry downloads (30d)Source: PyPI (pypistats.org)Updates: DailyNote: Includes all package installations including CI/CD pipelines and mirrorsMethodology → | Hugging Face (Gradio) +349.0K | 0 | 349.0K (2 packages) |
| Package dependentsSource: npm + PyPI registriesUpdates: DailyNote: Counts dependent packages across tracked npm and PyPI packages.Methodology → | Hugging Face (Gradio) +1.5K | 0 npm 0 · PyPI 0 | 1.5K npm 66 · PyPI 1.4K |
| Active contributors/daySource: GH ArchiveUpdates: DailyNote: Tracks designated public repos per company, not all company GitHub activityMethodology → | Hugging Face (Gradio) only | Not tracked | 1 |
| Code adoption (repos)Source: ecosyste.ms Packages APIUpdates: DailyNote: Approximate count; excludes forksMethodology →Exclusive | Hugging Face (Gradio) +11.9K | 0 | 11.9K |
Community & AttentionHelpful context, but weaker than the adoption rows above. | |||
| GitHub starsSource: GitHub GraphQL + GH ArchiveUpdates: DailyNote: Stars are bookmarks - a popularity signal, not a usage indicatorMethodology → | Hugging Face (Gradio) only | Not tracked | 42.3K |
| Hacker News mentions (30d)Source: Hacker News (Algolia API)Updates: DailyMethodology → | Even | 0 | 0 |
| HN discussion shareSource: Hacker News (Algolia API)Updates: DailyNote: Share of Hacker News mentions within the company's primary category.Methodology → | Dataiku only | 0.1% | Not tracked |
Company DurabilityCapital and financing history provide context, not the whole call. | |||
| Total disclosed fundingSource: Public records / manual researchUpdates: WeeklyMethodology → | Dataiku 2.1x | $847M | $394M |
| Last funding round | Different | Series F Dec 2022 | Series D Aug 2023 |
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 → | Dataiku +4 pts | Excellent (89%) | Excellent (85%) |
| Signals trackedSource: AI-BuzzUpdates: DailyNote: Number of tracked non-null signals in the core compare dataset.Methodology → | Hugging Face (Gradio) +4 | 1/7 adoption, attention, and trust signals | 5/7 adoption, attention, and trust signals |
| Latest sync | Same | Apr 5, 2026 | Apr 5, 2026 |
Verdict
Hugging Face (Gradio) has the stronger current base on production adoption and installed base. Dataiku still has the better short-term growth signal, so this is a stability call rather than a universal win.
Production adoption
Hugging Face (Gradio) leads at 43824x on package downloads. Hugging Face (Gradio) is at 350.6K/mo.
Installed base
Hugging Face (Gradio) is the only company here with a tracked dependent-package footprint.
Code adoption
Hugging Face (Gradio) is the only company here with tracked repository imports.
Maintenance capacity
Hugging Face (Gradio) has the more active contributor base at 1 contributors/day.
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npm+PyPI downloads/mo: Hugging Face (Gradio) 350.6K vs Dataiku 8. Data as of April 5, 2026. Source: AI-Buzz Developer Adoption Index, ai-buzz.com/compare/dataiku-vs-gradio. Accessed April 5, 2026.
