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LLM Stats
AI Signal Ranking⚠ Watchlist
Live aggregated leaderboard ranking 300+ AI models by intelligence, speed, price.
47MoatRank™
About
Aggregates multiple public benchmarks (Arena Elo, MMLU-Pro, HumanEval, MATH) into a single comparable score across 350+ models. Widely cited in roundups, but with no proprietary measurement and no governance/team data found.
MoatRank™ Breakdown
Total Score47 / 100
Structural Integrity10/20
Behavioral Coherence12/20
Governance Maturity7/20
Adoption Legitimacy10/20
Composability Index8/20
Observation Timeline
Jun 1, 2026
June 2026 leaderboard update (357 models)
Aggregator dependent on upstream benchmark quality; no API/integration layer or team info found.
Risk Assessment
⚠ Watchlist — Elevated Risk
This project is on the L'AURA Watchlist due to a MoatRank below 50 or high score volatility. Monitoring continues with increased frequency.
Certification
⚠ Watchlist
Issued: Jun 25, 2026
Useful aggregator but no proprietary measurement moat; governance/team not found.