An independent, evidence-weighted trust comparison of two multi-agent systems — ranked on verifiable signals, not popularity.
| Signal | ChatDev | Lumibot |
|---|---|---|
| HVTrust score | 58.5 | 56.9 |
| Evidence grade | C | C |
| Registry state | Listed | Listed |
| Safety / Integrity (25) | 7.2 | 6.2 |
| Identity / Provenance (18) | 10.8 | 10.8 |
| Transparency (17) | 11.9 | 12.3 |
| Maintenance (20) | 15.8 | 19.9 |
| Adoption (20) | 12.8 | 7.7 |
| GitHub stars | 33.3k | 1.6k |
| Weekly downloads | 27 | — |
| Last push | 2026-05-27 | 2026-06-03 |
| Language | Python | Python |
| OSSF Scorecard | 4.0 | 4.5 |
| Review flags | — | — |
| Recent change | 2026-06-02: Rank dropped 10 spots (#107 → #117) | 2026-06-02: Rank dropped 10 spots (#114 → #124) |