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Data studies & research reviews

MMA Lab

Evidence-first research on how fights are really won: original studies computed from AgentMMA's bout database, plus honest reviews of published research. No hot takes.

Best UFC Gyms by Win Rate: What the Data Can Prove
gymsResearch review

Best UFC Gyms by Win Rate: What the Data Can Prove

The best UFC gyms can post striking win rates, but raw records mislead. See verified camp runs and the fair method needed to rank MMA teams.

Oscar Nascimento
Which UFC Stats Actually Predict Wins? What Data Says
statisticsResearch review

Which UFC Stats Actually Predict Wins? What Data Says

Which UFC stats predict wins? See what completed-fight studies and a 327-bout pre-fight test reveal about striking, grappling, accuracy and model limits.

Oscar Nascimento
UFC Immediate Rematch Win Rate: Do Winners Repeat?
statisticsResearch review

UFC Immediate Rematch Win Rate: Do Winners Repeat?

The UFC immediate rematch win rate favors prior winners in 11 of 16 decided title runbacks. See the 17-fight record, wider data, and key limits.

Oscar Nascimento
What Wins a UFC Round? UFC Judging Criteria Explained
judgingResearch review

What Wins a UFC Round? UFC Judging Criteria Explained

UFC judging criteria reward damage through effective striking and grappling first. See how takedowns, control time, 10-8 rounds and scorecards work.

Oscar Nascimento
Southpaw vs Orthodox UFC: Evidence From 3,241 Bouts
stancesOriginal data study

Southpaw vs Orthodox UFC: Evidence From 3,241 Bouts

Southpaw vs orthodox UFC study: southpaws won 53.0% of 2,362 bouts. See AgentMMA's stance comparisons, confidence intervals and limits for reading fights.

Oscar Nascimento
How Often Do UFC Betting Favorites Win? What the Data Says
bettingResearch review

How Often Do UFC Betting Favorites Win? What the Data Says

UFC betting favorites win about two-thirds of fights, but the rate rises by implied probability. See the data, odds math, profit gap and limits.

Oscar Nascimento
How Often Do Short-Notice UFC Replacements Win? The Data
statisticsResearch review

How Often Do Short-Notice UFC Replacements Win? The Data

Short-notice UFC replacements win roughly four in 10 fights in public audits. See the real samples, title-fight results, and key data limits.

Oscar Nascimento
UFC Ring Rust: What AgentMMA’s 8,379-Bout Study Shows
ring-rustOriginal data study

UFC Ring Rust: What AgentMMA’s 8,379-Bout Study Shows

UFC ring rust study: fighters returning after 2+ years won 45.8%. Explore AgentMMA’s data, opponent comparisons and limits across 8,379 UFC bouts.

Oscar Nascimento
Do UFC Fighters Who Miss Weight Win More Often? What Data Says
weight-cuttingResearch review

Do UFC Fighters Who Miss Weight Win More Often? What Data Says

Do UFC fighters who miss weight win more often? UFC audits show why raw win rates, favorite status and fight-night size point to no stable advantage.

Oscar Nascimento
UFC Fighter Peak Age: What AgentMMA's 8,332 Bouts Show
ageOriginal data study

UFC Fighter Peak Age: What AgentMMA's 8,332 Bouts Show

UFC fighter peak age study of 8,332 bouts: ages 25-27 won 55.2% of appearances. See how age gaps relate to results, with sample limits explained.

Oscar Nascimento
UFC Reach Advantage Win Rate: What 6,695 UFC Bouts Show
reachOriginal data study

UFC Reach Advantage Win Rate: What 6,695 UFC Bouts Show

UFC reach advantage: longer fighters won 52.0% of 6,695 bouts. See how gap size and division change the picture, and where this study has limits.

Oscar Nascimento