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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.

UFC Disqualification Rate: How Often Do Fights End by DQ?
rulesResearch review

UFC Disqualification Rate: How Often Do Fights End by DQ?

The UFC disqualification rate is 23 DQs in 8,954 fights. See the rules, era splits, and cases involving Jon Jones, Petr Yan, and Aljamain Sterling.

Oscar Nascimento
Most Common UFC Knockout Punch: What 264 Fights Show
statisticsResearch review

Most Common UFC Knockout Punch: What 264 Fights Show

The most common UFC knockout punch was the rear straight across 264 fights. See how hooks compare, how stance matters, and what the study cannot prove.

Oscar Nascimento
Does UFC Trash Talk Sell Fights? Reddit vs the Data
redditResearch review

Does UFC Trash Talk Sell Fights? Reddit vs the Data

Does UFC trash talk sell fights? See what 516 press answers, 32,360 tweets and two peer-reviewed UFC pay-per-view studies actually show in the data.

Oscar Nascimento
Do UFC Performance Bonuses Lead to More Fight Finishes?
statisticsResearch review

Do UFC Performance Bonuses Lead to More Fight Finishes?

A 2,589-bout study found no clear link between larger UFC bonuses and more finishes. The 2026 bonus system changes the incentive, but proof is still limited.

Oscar Nascimento
Do UFC Judges Favor Champions? What the Evidence Says
judgingResearch review

Do UFC Judges Favor Champions? What the Evidence Says

Do UFC judges favor champions? See what 4,155 judge-rounds, title-decision audits, and current scoring rules reveal about champion bias in MMA.

Oscar Nascimento
Does MMA Open Scoring Make Fighters Coast? What Data Says
judgingResearch review

Does MMA Open Scoring Make Fighters Coast? What Data Says

Does MMA open scoring make fighters coast? A 3,646-bout UFC study and Kansas data show how known scores change final-round tactics and the limits.

Oscar Nascimento
How Is UFC Striking Accuracy Calculated? Stats Explained
statisticsExplainer

How Is UFC Striking Accuracy Calculated? Stats Explained

Learn how UFC striking accuracy is calculated, what significant-strike percentages miss, and how to compare volume, position, damage and sample size.

Oscar Nascimento
UFC Point Deductions: Frequency and Scorecard Impact
rulesResearch review

UFC Point Deductions: Frequency and Scorecard Impact

UFC point deductions affected 1.60% of 7,491 fights since 2010. See how referees apply them, how scorecards change, and where the data falls short.

Oscar Nascimento
How Often Do UFC Judges Disagree? What Scorecards Show
judgingResearch review

How Often Do UFC Judges Disagree? What Scorecards Show

How often do UFC judges disagree? A 5,238-round study shows exact-score splits, hidden debate inside unanimous decisions, and the data's limits.

Oscar Nascimento
Do UFC Records Matter? What Reddit Gets Right and Wrong
redditResearch review

Do UFC Records Matter? What Reddit Gets Right and Wrong

Do UFC records matter? Reddit gets opponent quality right, but raw wins and losses still count. Learn how to read strength of schedule and context.

Oscar Nascimento
How Common Are UFC Eye Pokes? Rules, Data and Outcomes
rulesResearch review

How Common Are UFC Eye Pokes? Rules, Data and Outcomes

How common are UFC eye pokes? A 397-fight audit, current recovery rules, and real no-contest, technical-decision, and disqualification outcomes.

Oscar Nascimento
How Long Is a UFC Fight? Rounds, Breaks and Limits
rulesExplainer

How Long Is a UFC Fight? Rounds, Breaks and Limits

How long is a UFC fight? Learn the three- and five-round formats, 15- and 25-minute limits, breaks, stoppages, timeouts and scorecard timing.

Oscar Nascimento