Autonomous AI teammate for meetings-transcribes, summarizes, and automates workflows to unlock knowledge and transform conversations into action
firefliesai vs sgl-project
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 sgl-project both appear on the Smoower Developer Ecosystem Index.
sgl-project (rank #278) holds a narrow lead over firefliesai (rank #338) on the overall Smoower ecosystem score (46 vs 43). The gap of 3 points reflects composite signals across code, docs, community and reach.
On code quality (the state of repositories, tests, releases and polish), sgl-project is ahead of firefliesai. On education (docs, guides and learning material for developers), firefliesai is ahead of sgl-project. On community (issue response, PR reviews and discussion health), sgl-project is clearly ahead of firefliesai. On reach (how visible the ecosystem is beyond its own repos), firefliesai is ahead of sgl-project. On momentum (release cadence and how fast the ecosystem moves), firefliesai is ahead of sgl-project.
firefliesai carries 13 GitHub stars across 18 public repos, with 7 repositories active in the last 90 days and 2 external contributors on record. sgl-project shows 38,333 stars across 26 public repos, 20 active in the last 90 days and 349 external contributors. The star gap on its own does not decide the comparison, but sgl-project's footprint is roughly 2948.7x larger, which usually shows up in downstream signals like inbound issues and third party integrations.
firefliesai is the stronger read for anyone weighting momentum. sgl-project 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
| Metric | firefliesai | sgl-project |
|---|---|---|
| Ranking | ||
| Overall rank | #338 | #278 |
| Pillars | ||
| Overall | 43 | 46 |
| Code | 38 | 55 |
| Education | 83 | 74 |
| Community | 24 | 80 |
| Reach | 20 | 8 |
| Momentum | 53 | 40 |
| Builder experience | 0 | 0 |
| Signals | ||
| Stars | 13 | 38,333 |
| Forks | 22 | 8,904 |
| Public repos | 18 | 26 |
| Active repos (90d) | 7 | 20 |
| External contributors | 2 | 349 |
| Avg polish | 32 | 55 |
| Avg AI-readiness | 29 | 47 |