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 Sourcegraph

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 Sourcegraph (Helping developers search, understand, and write code in complex codebases with AI) both appear on the Smoower Developer Ecosystem Index.

Sourcegraph (rank #152) holds a modest lead over firefliesai (rank #338) on the overall Smoower ecosystem score (52 vs 43). The gap of 9 points reflects composite signals across code, docs, community and reach.

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

firefliesai carries 13 GitHub stars across 18 public repos, with 7 repositories active in the last 90 days and 2 external contributors on record. Sourcegraph shows 33,115 stars across 601 public repos, 68 active in the last 90 days and 17 external contributors. The star gap on its own does not decide the comparison, but Sourcegraph's footprint is roughly 2547.3x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

firefliesai is the stronger read for anyone weighting education. Sourcegraph 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

MetricfirefliesaiSourcegraph
Ranking
Overall rank#338#152
Pillars
Overall4352
Code3856
Education8369
Community2448
Reach2042
Momentum5379
Builder experience00
Signals
Stars1333,115
Forks224,312
Public repos18601
Active repos (90d)768
External contributors217
Avg polish3259
Avg AI-readiness2933

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