Developer ecosystem comparison
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Guild AI vs Jina AI

Developer ecosystem comparison across GitHub activity, SDKs, documentation, community, reach and momentum.

Guild AI and Jina AI (Your Search Foundation, Supercharged! (acquired by @elastic 2025/10)) both appear on the Smoower Developer Ecosystem Index.

Jina AI (rank #189) holds a meaningful lead over Guild AI (rank #763) on the overall Smoower ecosystem score (50 vs 29). The gap of 21 points reflects composite signals across code, docs, community and reach.

On code quality (the state of repositories, tests, releases and polish), Jina AI is clearly ahead of Guild AI. On education (docs, guides and learning material for developers), Guild AI is slightly ahead of Jina AI. On community (issue response, PR reviews and discussion health), Jina AI is ahead of Guild AI. On reach (how visible the ecosystem is beyond its own repos), Jina AI is clearly ahead of Guild AI. On momentum (release cadence and how fast the ecosystem moves), Jina AI is clearly ahead of Guild AI.

Guild AI carries 1,003 GitHub stars across 29 public repos, with 0 repositories active in the last 90 days and 1 external contributors on record. Jina AI shows 72,580 stars across 266 public repos, 13 active in the last 90 days and 8 external contributors. The star gap on its own does not decide the comparison, but Jina AI's footprint is roughly 72.4x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Guild AI is the stronger read for anyone weighting education. Jina AI looks better where reach is the deciding factor. The table below breaks the scores down pillar by pillar; the linked profiles cover the underlying repos, docs and community signals in full.

Side-by-side metrics

MetricGuild AIJina AI
Ranking
Overall rank#763#189
Pillars
Overall2950
Code3461
Education6557
Community3141
Reach958
Momentum026
Builder experience00
Signals
Stars1,00372,580
Forks1117,652
Public repos29266
Active repos (90d)013
External contributors18
Avg polish3963
Avg AI-readiness1547

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