AI inference at the edge
Documentation you and AI can actually trust - multilingual, always fresh, plugin-extensible.
ggml vs Rasepi - Trusted Knowledge System for AI & Teams
Developer ecosystem comparison across GitHub activity, SDKs, documentation, community, reach and momentum.
ggml (AI inference at the edge) and Rasepi - Trusted Knowledge System for AI & Teams (Documentation you and AI can actually trust - multilingual, always fresh, plugin-extensible.) both appear on the Smoower Developer Ecosystem Index.
ggml (rank #103) holds a modest lead over Rasepi - Trusted Knowledge System for AI & Teams (rank #455) on the overall Smoower ecosystem score (55 vs 39). The gap of 16 points reflects composite signals across code, docs, community and reach.
On code quality (the state of repositories, tests, releases and polish), ggml is slightly ahead of Rasepi - Trusted Knowledge System for AI & Teams. On education (docs, guides and learning material for developers), ggml is slightly ahead of Rasepi - Trusted Knowledge System for AI & Teams. On community (issue response, PR reviews and discussion health), ggml is clearly ahead of Rasepi - Trusted Knowledge System for AI & Teams. On reach (how visible the ecosystem is beyond its own repos), ggml is clearly ahead of Rasepi - Trusted Knowledge System for AI & Teams.
ggml carries 191,415 GitHub stars across 22 public repos, with 15 repositories active in the last 90 days and 308 external contributors on record. Rasepi - Trusted Knowledge System for AI & Teams shows 2 stars across 8 public repos, 1 active in the last 90 days and 1 external contributors. The star gap on its own does not decide the comparison, but ggml's footprint is roughly 95707.5x larger, which usually shows up in downstream signals like inbound issues and third party integrations.
ggml is the stronger read for anyone weighting reach. Rasepi - Trusted Knowledge System for AI & Teams makes more sense for teams already using its adjacent tools. 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 | ggml | Rasepi - Trusted Knowledge System for AI & Teams |
|---|---|---|
| Ranking | ||
| Overall rank | #103 | #455 |
| Pillars | ||
| Overall | 55 | 39 |
| Code | 47 | 43 |
| Education | 78 | 72 |
| Community | 80 | 22 |
| Reach | 90 | 30 |
| Momentum | 34 | 34 |
| Builder experience | 0 | 0 |
| Signals | ||
| Stars | 191,415 | 2 |
| Forks | 28,215 | 1 |
| Public repos | 22 | 8 |
| Active repos (90d) | 15 | 1 |
| External contributors | 308 | 1 |
| Avg polish | 50 | 49 |
| Avg AI-readiness | 32 | 24 |