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CAMEL vs Agency Swarm

An independent, evidence-weighted trust comparison of two multi-agent systems — ranked on verifiable signals, not popularity.

CAMEL ranks higher with an HVTrust score of 70.0 vs 65.8/100 . HVTrust reflects supply-chain safety, transparency, maintenance, and adoption — weighted by how much verifiable evidence exists.
SignalCAMELAgency Swarm
HVTrust score70.065.8
Evidence gradeBB
Registry stateListedListed
Safety / Integrity (25)11.57.9
Identity / Provenance (18)10.810.8
Transparency (17)14.413.0
Maintenance (20)17.419.8
Adoption (20)15.914.3
GitHub stars17.2k4.4k
Weekly downloads18,90615,215
Last push2026-06-112026-06-11
LanguagePythonPython
OSSF Scorecard6.95.3
Review flags
Recent change2026-06-02: Rank dropped 11 spots (#48 → #59)2026-06-11: Rank rose 20 spots (#118 → #98)
Full CAMEL report → Full Agency Swarm report → All Multi-Agent Systems →