Observed arrival · 2026-09-10
MMA Ledger Turns Fight Judging Into a Dataset
An analytics platform tracking MMA judges, controversial scorecards, fight decisions, and round-by-round scoring trends.
Field notes
MMA Ledger organizes its material around judges, fighters, fights, events, and articles, then applies round-level comparison through its Round Consensus Score and MMA Ledger Score. The homepage sets a 9-round threshold for monthly rankings and a 1,000-round threshold for all-time rankings. Judge entries expose consensus, ledger score, outlier rate, and total rounds, while a separate controversy hub groups disputed fights, individual rounds, and judges.
Observed signals
Read the marks
Editorial observations of this landing page, not a rating.
One card from the complete issue