A 0–100 signing readiness benchmark for unsigned MMA fighters. Two pathways: ONE Championship and Dana White's Contender Series. Built on verified signing data from 2020–2026. Every input is observable. Every output is auditable.
Enter a fighter's stats. Get their ASCENT score with a full component breakdown. Each pathway uses a different formula calibrated to that promotion's signing patterns.
Enter fighter stats and hit calculate
to see the ONE ASCENT score.
Enter fighter stats and hit calculate
to see the DWCS ASCENT score.
Every component in ASCENT is there because it showed up in actual signing data. Not because it sounds smart — because it predicted who got signed.
The dominant predictor. ONE Championship signs finishers — fighters who end fights by KO/TKO or submission. Finish rate alone explains more of the variance in who gets signed than any other single variable. Uses raw finish rate (not weight-class normalized — analysis showed raw FR separates signed from unsigned better for ONE's narrower weight class spread).
Winning matters, but less than how you win. A decision-heavy undefeated record gets credit, but not as much as a finish-heavy one. This separates "good record" from "exciting record" — and ONE skews toward exciting.
Not all promotions feed equally into ONE. Friday Fights is the top pipeline (12 pts). LFA produces signings at high rates (8 pts). ACA and Pancrase at 6 pts. This is PromotionBase + HQ Region Bonus — capturing both where fighters compete and where scouts pay attention.
Based on actual signing share by fighter's region of origin. East Asia, Eastern Europe, Southeast Asia, and Central Asia each account for 10%+ of ONE's MMA signings — those regions get +6. All other regions get +2. This is data from real signings, not subjective "appeal."
Younger fighters have more upside, more time to develop, and more potential fights on a contract. Under 24 gets +3. Prime window 24–27 gets +2. 28–30 neutral. 31–33 gets -2. Over 34 gets -4 — not because older fighters can't compete, but because promotions invest in longer timelines.
Winning championships proves you perform under pressure. The bonus is 3 + number of title fight wins (uncapped). 1 title win = +4. 4 title wins = +7. 11 title wins = +14. No titles = no bonus. This rewards proven competitive ability at the highest level of your current promotion.
Finishing ability is the main driver for DWCS invites too. Unlike ONE, this version normalizes by weight class — because DWCS spans a wider weight range and heavyweight finishers at 77% look different from strawweight finishers at 54%. The normalization levels that playing field.
Same logic: winning matters but doesn't dominate. Win rate below 75% or 80% triggers a penalty (-6 or -3) because DWCS rarely invites fighters with shaky records regardless of finishes.
DWCS rewards momentum. The streak bonus uses a square-root curve — your first few consecutive wins matter most, then diminishing returns kick in. A 4-fight streak is worth about 6 pts. An 8-fight streak caps near 11. This reflects how matchmakers think about "hot" fighters.
LFA is the gold standard feeder (Tier S, 15 pts). Cage Warriors and Fury FC are Tier A (10 pts). The tiers are based on how many DWCS invitees came from each promotion. Regional unknowns get 0 — not because they can't get invited, but the odds are much lower.
DWCS sweet spot is 23–25 (+4 pts). Slightly different from ONE — Dana's team seems to prefer prospects right in their athletic prime who can develop over a UFC career. Over 34 gets a steep penalty (-6).
What separates 75-score fighters from 90+ ones. Bonuses stack for being undefeated (+5), having elite normalized finish rate ≥85 (+4), 100% raw finish rate (+3), or a 7+ win streak (+3). You need to be elite across multiple traits to break into the top tier.
Every number traces back to actual signing data. Cross-referenced against Tapology, Sherdog, and official promotion records.
No hidden weights. No black-box AI. ASCENT is a deterministic formula — the same inputs always produce the same output. Every component is observable (record outcomes, age, promotion, region, title fights). The score breaks down into visible parts so you see exactly why a fighter scored the way they did. Different formulas for different pathways, because ONE Championship and DWCS value different things.