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MMA Sabermetrics — UFC, Bellator, PFL + Jenko Metrics

The most complete MMA database as an API, with proprietary Jenko Sabermetrics. 11,720+ fights across UFC, Bellator, PFL, Invicta, Rizin (1993-2026) and 6 Jenko metrics that nobody else has.

What's new in v2.0: Jenko Sabermetrics — the first MMA proprietary scoring system. 6 metrics that quantify striking precision, grappling dominance, finishing ability, clutch gene, damage output, and chin durability across eras.

Why this actor?

Other MMA APIs give you stats. We give you insights.

Example: Why did Poirier beat McGregor twice in 2021 after losing in 2014?

• JKR (KO Resistance): Poirier 67 vs McGregor 56 → Poirier's chin held up
• JDS (Damage Score): McGregor 90 vs Poirier 78 → Conor still hits harder
• JFI (Finishing): McGregor 82 vs Poirier 67 → Conor still finishes more
• But durability matters when the power is gone. The data tells the story.

The 6 Jenko Metrics

Each metric returns: score (0-100), verdict (5-tier categorical), interpretation, formula, breakdown, verdict_scale, example_comparison. Calibrated with real data from 1,239 UFC fighters.

7 Query Modes

jenko_ranking ⭐ (FLAGSHIP)

Rank fighters by any Jenko metric.

{"mode":"jenko_ranking","metric":"JFI","top_n":20}
{"mode":"jenko_ranking","metric":"JDS","organization":"UFC","min_fights":10}

fighter — Career history + Jenko

{"mode":"fighter","fighter":"Khabib","include_jenko":true}

Add "jenko_full": true for complete metric breakdowns (formula, comparison, verdict scale).

matchup — Head-to-head with Jenko comparison

{
"mode":"matchup",
"fighter1":"Poirier",
"fighter2":"McGregor",
"include_jenko":true
}

Returns: profiles + previous fights + JENKO COMPARISON showing who wins each metric.

ranking — Classic stats

{"mode":"ranking","stat":"ko_artists","top_n":20}

Available: ko_artists, submission_artists, decision_wins, most_fights, finish_rate

event — Event card

{"mode":"event","event":"UFC 300"}

organization — All fights from an org

{"mode":"organization","organization":"Bellator","max_resultados":100}

weight_class — Division history

{"mode":"weight_class","weight_class":"Lightweight"}

Dataset coverage

UFC stats include: sig_str_landed/att, head/body/leg breakdown, td_landed/att, sub_att, knockdowns, ctrl_time. These power the Jenko metrics.

Top JFI Finishers (sample output)

#1 Erick Silva 17f 100.0FINISHER_ELITE
#2 Terrance McKinney 17f 100.0FINISHER_ELITE
#3 Daniel Pineda 16f 100.0FINISHER_ELITE
#5 Bruno Silva 60f 96.0FINISHER_ELITE
#7 Vitor Belfort 26f 94.0FINISHER_ELITE

Use cases

• Sports betting: Identify mismatches via Jenko comparison (chin vs power, grappler vs striker)
• Fantasy MMA: Build scoring models using Jenko scores as features
• Content creation: "Top 10 by Jenko Damage Score" instantly
• Research: 30+ years of MMA data with calibrated metrics
• Fight prediction: Train ML models on standardized 0-100 scores

Data sources

• UFC: ufcstats.com — official UFC statistics
• Other orgs: sherdog.com
• Updates: Weekly via Apify schedule (every Monday)

Methodology — Jenko Calibration

All metrics calibrated with real percentile distributions:

• JSP: P25=41% sig acc, P75=52%, P95=60%
• JGD: P50=49% TD acc, P95=100% (specialists)
• JFI: P25=33%, P50=50%, P75=67% finish rate
• JDS: McGregor reference 0.57 KD/fight = 100

Each fighter needs minimum 5 career fights to qualify (configurable via min_fights).

🌐 jenkosystems.com