Autonomous AI teammate for meetings-transcribes, summarizes, and automates workflows to unlock knowledge and transform conversations into action
Vector Database for Enterprise-grade AI and LLM applications
firefliesai vs Zilliz
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 Zilliz (Vector Database for Enterprise-grade AI and LLM applications) both appear on the Smoower Developer Ecosystem Index.
Zilliz (rank #122) holds a modest lead over firefliesai (rank #338) on the overall Smoower ecosystem score (54 vs 43). The gap of 11 points reflects composite signals across code, docs, community and reach.
On code quality (the state of repositories, tests, releases and polish), Zilliz is clearly ahead of firefliesai. On community (issue response, PR reviews and discussion health), Zilliz is clearly ahead of firefliesai. On reach (how visible the ecosystem is beyond its own repos), Zilliz is ahead of firefliesai. On momentum (release cadence and how fast the ecosystem moves), firefliesai is slightly ahead of Zilliz.
firefliesai carries 13 GitHub stars across 18 public repos, with 7 repositories active in the last 90 days and 2 external contributors on record. Zilliz shows 37,860 stars across 71 public repos, 29 active in the last 90 days and 105 external contributors. The star gap on its own does not decide the comparison, but Zilliz's footprint is roughly 2912.3x larger, which usually shows up in downstream signals like inbound issues and third party integrations.
firefliesai is the stronger read for anyone weighting momentum. Zilliz looks better where code quality 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 | Zilliz |
|---|---|---|
| Ranking | ||
| Overall rank | #338 | #122 |
| Pillars | ||
| Overall | 43 | 54 |
| Code | 38 | 67 |
| Education | 83 | 83 |
| Community | 24 | 51 |
| Reach | 20 | 29 |
| Momentum | 53 | 50 |
| Builder experience | 0 | 0 |
| Signals | ||
| Stars | 13 | 37,860 |
| Forks | 22 | 3,995 |
| Public repos | 18 | 71 |
| Active repos (90d) | 7 | 29 |
| External contributors | 2 | 105 |
| Avg polish | 32 | 64 |
| Avg AI-readiness | 29 | 59 |