Developer ecosystem comparison
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Guild AI vs LlamaIndex

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

Guild AI and LlamaIndex both appear on the Smoower Developer Ecosystem Index.

LlamaIndex (rank #63) holds a meaningful lead over Guild AI (rank #763) on the overall Smoower ecosystem score (59 vs 29). The gap of 30 points reflects composite signals across code, docs, community and reach.

On code quality (the state of repositories, tests, releases and polish), LlamaIndex is clearly ahead of Guild AI. On education (docs, guides and learning material for developers), LlamaIndex is slightly ahead of Guild AI. On community (issue response, PR reviews and discussion health), LlamaIndex is clearly ahead of Guild AI. On reach (how visible the ecosystem is beyond its own repos), LlamaIndex is clearly ahead of Guild AI. On momentum (release cadence and how fast the ecosystem moves), LlamaIndex 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. LlamaIndex shows 99,809 stars across 135 public repos, 48 active in the last 90 days and 241 external contributors. The star gap on its own does not decide the comparison, but LlamaIndex's footprint is roughly 99.5x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Guild AI is worth a look for teams already invested in its stack. LlamaIndex looks better where momentum 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 AILlamaIndex
Ranking
Overall rank#763#63
Pillars
Overall2959
Code3463
Education6569
Community3154
Reach950
Momentum062
Builder experience00
Signals
Stars1,00399,809
Forks11114,240
Public repos29135
Active repos (90d)048
External contributors1241
Avg polish3964
Avg AI-readiness1549

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