COBI
MLS Power Rankings · Beta
Considers strength of opponent, margin of result, and recency. Reads as approximate goal-spread vs avg team. +0.5 = contender; +0.9 = elite; +1.2 = generational (Inter Miami 2025 = 1.32).
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Top 50 single-season ratings · end of regular season, all teams
Data: current and recent MLS results from the ESPN API; historical match data from footballcsv (CC0); pre-2000 standings from Wikipedia (CC BY-SA 4.0). Ratings are derived from this data.
Model lineage v1.0 COBI (named after Cobi Jones) · Claude Code · May 9, 2026