The Home of MMA Intelligence
Fight Prophet runs an AI & ML-powered fight-by-fight ranking engine: every UFC result earns or burns points, then the board splits into all-time, active, and weight-class GOAT lists. Predictions and rankings, built from data.
For information and education only — not financial advice. Our predictions and estimates can be wrong.
GOAT Board
No nostalgia ballot. No barbershop argument. The board is rebuilt from fight results, opponent quality, finishes, titles, streaks, inactivity, and losses.
All-time global ladder: every UFC weight class feeds one GOAT score, sorted by global rank and global points.
No fighters match this filter.
Flyweight ladder: the same scoring engine, scoped to one weight class so the division king is obvious.
No fighters match this filter.
Bantamweight ladder: the same scoring engine, scoped to one weight class so the division king is obvious.
No fighters match this filter.
Featherweight ladder: the same scoring engine, scoped to one weight class so the division king is obvious.
No fighters match this filter.
Lightweight ladder: the same scoring engine, scoped to one weight class so the division king is obvious.
No fighters match this filter.
Welterweight ladder: the same scoring engine, scoped to one weight class so the division king is obvious.
No fighters match this filter.
Middleweight ladder: the same scoring engine, scoped to one weight class so the division king is obvious.
No fighters match this filter.
Light Heavyweight ladder: the same scoring engine, scoped to one weight class so the division king is obvious.
No fighters match this filter.
Heavyweight ladder: the same scoring engine, scoped to one weight class so the division king is obvious.
No fighters match this filter.
Women's Strawweight ladder: the same scoring engine, scoped to one weight class so the division king is obvious.
No fighters match this filter.
Women's Flyweight ladder: the same scoring engine, scoped to one weight class so the division king is obvious.
No fighters match this filter.
Women's Bantamweight ladder: the same scoring engine, scoped to one weight class so the division king is obvious.
No fighters match this filter.
Women's Featherweight ladder: the same scoring engine, scoped to one weight class so the division king is obvious.
No fighters match this filter.
Catch Weight ladder: the same scoring engine, scoped to one weight class so the division king is obvious.
No fighters match this filter.
Open Weight ladder: the same scoring engine, scoped to one weight class so the division king is obvious.
No fighters match this filter.
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Model notes
These notes are original guidance for using the rankings and model outputs. They are written to make the data understandable, not to recycle fight news from other publishers.
3,747 ranked fighter records feed the public board. The score weights result quality, opponent strength, title stakes, finishes, streaks, inactivity, and loss penalties so readers can inspect the same logic across divisions.
Upcoming-fight probabilities are treated as model estimates. A useful pick needs both probability and context: missing opponent history, short-notice changes, stale lines, and low model agreement all reduce confidence.
Fight Lab keeps historical predictions next to actual outcomes, closing-market context, and calibration metrics. That makes the model falsifiable instead of just promotional.
Country normalization, activity status, title vacancies, and unusual fight records can require manual review. Those overrides keep the public cards readable when source data is incomplete.
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