Developer ecosystem comparison
FI
firefliesai
@firefliesai
Rank #338
Score 43
AI

Autonomous AI teammate for meetings-transcribes, summarizes, and automates workflows to unlock knowledge and transform conversations into action

vs

firefliesai vs Guild AI

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

firefliesai (Autonomous AI teammate for meetings-transcribes, summarizes, and automates workflows to unlock knowledge and transform conversations into action) and Guild AI both appear on the Smoower Developer Ecosystem Index.

firefliesai (rank #338) holds a modest lead over Guild AI (rank #763) on the overall Smoower ecosystem score (43 vs 29). The gap of 14 points reflects composite signals across code, docs, community and reach.

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

firefliesai carries 13 GitHub stars across 18 public repos, with 7 repositories active in the last 90 days and 2 external contributors on record. Guild AI shows 1,003 stars across 29 public repos, 0 active in the last 90 days and 1 external contributors. The star gap on its own does not decide the comparison, but Guild AI's footprint is roughly 77.2x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

firefliesai is the stronger read for anyone weighting momentum. Guild AI looks better where community 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

MetricfirefliesaiGuild AI
Ranking
Overall rank#338#763
Pillars
Overall4329
Code3834
Education8365
Community2431
Reach209
Momentum530
Builder experience00
Signals
Stars131,003
Forks22111
Public repos1829
Active repos (90d)70
External contributors21
Avg polish3239
Avg AI-readiness2915

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