About MMA Ledger
Bringing transparency to MMA judging
MMA Ledger is built to analyze judging decisions using modern scoring criteria, highlight controversial outcomes, and provide a consistent framework for evaluating judge performance.
Platform Focus
Mission
Why MMA Ledger exists
Judging in MMA has long been one of the sport’s most debated and misunderstood areas. Fans frequently disagree with decisions, but there has historically been no structured way to evaluate judge performance across fights and events.
MMA Ledger was created to solve that problem by introducing a consistent, data-driven approach to scoring analysis. Instead of relying on opinion, it focuses on patterns, agreement, and measurable scoring behavior.
Agreement
Round Consensus
Measures how often a judge aligns with the majority of the other judges on a round-by-round basis.
Criteria Lens
MMA Ledger Score
Compares official scoring against a consistent interpretation of modern MMA judging criteria.
Signal Detection
Outlier Tracking
Flags rounds and decisions where scoring meaningfully separates from consensus or expected scoring patterns.
Differentiator
What makes MMA Ledger different
Vision
Long-term vision
The goal of MMA Ledger is to become a trusted reference point for judging analysis. As the dataset grows, it will provide deeper insights into judging trends, identify consistent patterns, and create a clearer standard for evaluating scoring accuracy.
Ultimately, this project aims to bring more transparency, accountability, and understanding to MMA judging.