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Gilbert Urbina

Welterweight · REAL v1.0 (registered) #64; v1.1 (shadow) #66

Descriptive profile. The resume rank is what has been earned; these statistics are context, not a prediction. A test on Oct 20, 2026 found that career statistics add nothing reliable to age, layoff and experience as predictors of the next result (experiments/REGISTER.md, EXP-2026-10-20-14).

Weight band 63-64: the 10th to 90th percentile of his position across weight vectors drawn near the 70/30 weights. Rating 1,460, deviation 185: measured from 5 UFC bouts; a one-bout newcomer sits near 290.

Age 30 (born 1996-04-05) · Height 6 ft 3 in (190 cm) · Reach 75 in (190 cm) · Stance Orthodox · 92 days since last bout (2026-08-01) · Last five 2-3 · Streak W1

Why he is ranked here

Rating 1,460 is the division's 66th highest of 76 board fighters; the ledger stands at -2.0 (less 2.0 for blowout losses; losses count for three years); 0 quality wins in 15 years, 0 over top-10 opponents; form penalty 0.15 for a 2-3 last five. Score -0.47 = -0.27 (rating term, 70% weight) -0.05 (ledger term, 30% weight) -0.15 (form penalty); score order put him at #64.

TermValueDetail
Score-0.4770% rating term + 30% ledger term - form penalty
Rating term-0.27resume rating 1,460, scaled against the division's interdecile range
Ledger term-0.05quality ledger -2.0: +0.0 QW +0.0 proof -2.0 blowout -0.0 weak
Form penalty0.15last five 2-3
Quality wins, 15 years00 over top-10 opponents, 0 over top-15
Placementscore order #64v1.0 (registered)
Shadow board v1.1#66score -0.73; score order #66

Rules, weights and worked examples: methodology.

All 5 UFC bouts

DateEventOpponentOpp. official rankResultMethodRoundModel p
2026-08-01UFC Fight Night: Medic vs. RodriguezVlasto CepounrankedWKO/TKO1 (1:01)46%
2025-08-09UFC Fight Night: Dolidze vs. HernandezUros MedicunrankedLKO/TKO1 (1:03)44%
2024-02-03UFC Fight Night: Dolidze vs. ImavovCharles RadtkeunrankedLKO/TKO1 (4:47)60%
2023-05-20UFC Fight Night: Dern vs. HillOrion CosceunrankedWKO/TKO2 (2:55)58%
2021-08-28UFC Fight Night: Barboza vs. ChikadzeBryan BattleunrankedLsubmission2 (2:15)50%

Opp. official rank = the UFC media-panel rank of the opponent on the date (C champion, #1 to #15, unranked; n/a before Feb 2013 or where no official board existed). Model p = the predictive model's pre-fight win chance for him (frozen performance-adjusted Elo; bouts before 2020 were in its tuning sample). Linked opponents have a profile.

Career statistics

Through 2026-10-31, UFC bouts only. Percentile = share of the 76 board fighters at Welterweight at or below this value; high is a position in the division, not a verdict.

Output
Significant strikes landed per minute6.68(91st percentile at Welterweight)
Significant strike accuracy58%(87th percentile at Welterweight)
Knockdowns scored per 15 minutes2.04(92nd percentile at Welterweight)
Share of wins by finish100%(100th percentile at Welterweight)
Defence and damage
Significant strikes absorbed per minute4.72(79th percentile at Welterweight)
Significant strike defence48%(21st percentile at Welterweight)
Knockdowns suffered per 15 minutes2.04(97th percentile at Welterweight)
Significant strikes absorbed, career104(33rd percentile at Welterweight)
KO/TKO losses2 (last 2025-08-09, 449 days ago)(87th percentile at Welterweight)
Submission losses1(89th percentile at Welterweight)
KO/TKO losses per bout over 10 years, each weighted down by the finisher's danger0.203(89th percentile at Welterweight)
Grappling
Takedowns landed per 15 minutes2.73(79th percentile at Welterweight)
Takedown defence0%(1st percentile at Welterweight)
Share of cage time in control28%(78th percentile at Welterweight)
Share of significant strikes landed in the clinch or on the ground52%(91st percentile at Welterweight)
Stylewrestler (6.1 takedown attempts per 15 min; 28% control)
Career stage
Age30.6(32nd percentile at Welterweight)
Age at UFC debut25.4(19th percentile at Welterweight)
Years since UFC debut5.2(64th percentile at Welterweight)
UFC bouts5(42nd percentile at Welterweight)
Cage time, minutes22(26th percentile at Welterweight)
Bouts per year, last three years1.0(29th percentile at Welterweight)
Days since last bout92(47th percentile at Welterweight)

Board position since Oct 2023

C2040608020252026Oct 2023Oct 20262023-10-06: #51, Welterweight2023-10-13: #52, Welterweight2023-10-20: #51, Welterweight2023-11-03: #51, Welterweight2023-11-10: #51, Welterweight2023-11-17: #51, Welterweight2023-12-01: #53, Welterweight2023-12-08: #53, Welterweight2023-12-15: #52, Welterweight2024-01-12: #53, Welterweight2024-01-19: #54, Welterweight2024-02-02: #55, Welterweight2024-02-09: #66, Welterweight2024-02-16: #66, Welterweight2024-02-23: #67, Welterweight2024-03-01: #67, Welterweight2024-03-08: #65, Welterweight2024-03-15: #65, Welterweight2024-03-22: #65, Welterweight2024-03-29: #64, Welterweight2024-04-05: #64, Welterweight2024-04-12: #63, Welterweight2024-04-26: #63, Welterweight2024-05-03: #62, Welterweight2024-05-10: #61, Welterweight2024-05-17: #61, Welterweight2024-05-31: #61, Welterweight2024-06-07: #61, Welterweight2024-06-14: #61, Welterweight2024-06-21: #61, Welterweight2024-06-28: #61, Welterweight2024-07-12: #61, Welterweight2024-07-19: #60, Welterweight2024-07-26: #60, Welterweight2024-08-02: #59, Welterweight2024-08-09: #59, Welterweight2024-08-16: #60, Welterweight2024-08-23: #62, Welterweight2024-09-06: #57, Welterweight2024-09-13: #56, Welterweight2024-09-27: #56, Welterweight2024-10-04: #54, Welterweight2024-10-11: #53, Welterweight2024-10-18: #53, Welterweight2024-10-25: #53, Welterweight2024-11-01: #52, Welterweight2024-11-08: #51, Welterweight2024-11-15: #52, Welterweight2024-11-22: #53, Welterweight2024-12-06: #52, Welterweight2024-12-13: #52, Welterweight2025-01-10: #51, Welterweight2025-01-17: #52, Welterweight2025-01-31: #52, Welterweight2025-02-07: #54, Welterweight2025-02-14: #55, Welterweight2025-02-21: #56, Welterweight2025-02-28: #55, Welterweight2025-03-07: #55, Welterweight2025-03-14: #54, Welterweight2025-03-21: #56, Welterweight2025-03-28: #58, Welterweight2025-04-04: #58, Welterweight2025-04-11: #59, Welterweight2025-04-25: #58, Welterweight2025-05-02: #58, Welterweight2025-05-09: #59, Welterweight2025-05-16: #58, Welterweight2025-05-30: #59, Welterweight2025-06-06: #59, Welterweight2025-06-13: #60, Welterweight2025-06-20: #59, Welterweight2025-06-27: #60, Welterweight2025-07-11: #59, Welterweight2025-07-18: #59, Welterweight2025-07-25: #59, Welterweight2025-08-15: #60, Welterweight2025-08-22: #59, Welterweight2025-09-05: #60, Welterweight2025-09-12: #61, Welterweight2025-09-26: #63, Welterweight2025-10-03: #62, Welterweight2025-10-10: #62, Welterweight2025-10-17: #62, Welterweight2025-10-24: #62, Welterweight2025-10-31: #62, Welterweight2025-11-07: #62, Welterweight2025-11-14: #62, Welterweight2025-11-21: #63, Welterweight2025-12-05: #65, Welterweight2025-12-12: #65, Welterweight2026-01-23: #66, Welterweight2026-01-30: #67, Welterweight2026-02-06: #67, Welterweight2026-02-20: #65, Welterweight2026-02-27: #65, Welterweight2026-03-06: #65, Welterweight2026-03-13: #65, Welterweight2026-03-20: #66, Welterweight2026-03-27: #68, Welterweight2026-04-03: #68, Welterweight2026-04-10: #68, Welterweight2026-04-17: #68, Welterweight2026-04-24: #67, Welterweight2026-05-01: #66, Welterweight2026-05-08: #65, Welterweight2026-05-15: #66, Welterweight2026-05-29: #66, Welterweight2026-06-05: #66, Welterweight2026-06-13: #65, Welterweight2026-06-19: #65, Welterweight2026-06-26: #67, Welterweight2026-07-10: #72, Welterweight2026-07-17: #73, Welterweight2026-07-24: #73, Welterweight2026-07-31: #72, Welterweight2026-08-07: #71, Welterweight2026-08-14: #71, Welterweight2026-08-21: #70, Welterweight2026-08-28: #70, Welterweight2026-09-04: #71, Welterweight2026-09-11: #70, Welterweight2026-09-18: #69, Welterweight2026-09-25: #69, Welterweight2026-09-26: #68, Welterweight2026-10-03: #70, Welterweight2026-10-10: #70, Welterweight2026-10-17: #70, Welterweight2026-10-24: #69, Welterweight2026-10-31: #64, Welterweight#64

Position on the registered v1.0 board at each weekly snapshot (C = title holder or reserved, drawn at the top; lower is better). Absent from 2 of 132 snapshots (gaps in the line).

Predictive rating by bout

1,4501,5001,5501,6002023202420252026Aug 2021Oct 20262021-08-28: 1,491 (L vs Bryan Battle)2023-05-20: 1,566 (W vs Orion Cosce)2024-02-03: 1,462 (L vs Charles Radtke)2025-08-09: 1,470 (L vs Uros Medic)2026-08-01: 1,576 (W vs Vlasto Cepo)1,576

Rating after each UFC bout from the frozen predictive model (performance-adjusted Elo, data/processed/elo_history.csv; a debut starts at 1,500). The resume rating's history is not stored, so this is the predictive line, which is a different number from the resume rating in the header.

Trajectory

Recent performances are in line with the rating (+17 points).

ComponentPointsMeaning
Age component+8what fighters aged 30.6 typically run relative to their rating (population curve, all UFC bouts since 2011)
Own recent results+9his recency-weighted mean and trend over 5 bouts, shrunk toward zero; trend +5 points a year
Combined+17the rating's likely distance from his current performance level, in rating points
Readingin line with ratingahead of, in line with (within 30 points), or behind the rating

Performance relative to the rating, by age

-1.0-0.5+0.0+0.5+1.02425262728293031322021-08-28 (age 25.4): L vs Bryan Battle, residual -0.472023-05-20 (age 27.1): W vs Orion Cosce, residual +0.532024-02-03 (age 27.8): L vs Charles Radtke, residual -0.522025-08-09 (age 29.3): L vs Uros Medic, residual -0.362026-08-01 (age 30.3): W vs Vlasto Cepo, residual +0.64+0.02

Each dot is one decided UFC bout at his age then: the performance score minus the rating's expectation, on the score's own scale from -1 to +1 (filled = win, hollow = loss; above zero is better than the rating implied; a finish as a slight favourite is about +0.45). The dashed line is the population curve for all fighters; the solid line is this fighter's own fitted level and trend as of the data date, weighted toward recent bouts. One unit sustained over many bouts corresponds to about 695 rating points; a single bout's residual is noisy.

Held-out evidence (walk-forward 2016 to 2026, EXP-2026-10-21-01): the age curve held in every test year; the individual component is a weak signal (correlation 0.06 with the next bout's residual; among fighters aged 33 or over, the lowest predicted quartile won 38% of next bouts against 53% expected, the highest 48% against 52%) and adds nothing to bout prediction beyond the shadow model. No board uses any of it: the rankings answer who has earned the place, not who wins next (EXP-2026-10-20-09). Method: src/mmalab/decline.py; settings: config/decline.yaml (expectation from the resume rating; one unit of residual is about 695 rating points).

Context flags

Descriptive only. Each line is a population fact about fighters like him, not a forecast for him; the register entries hold the measurements.

REAL v1.0 (registered method) · build c166ee8 · data through 2026-10-31 · page built 2026-11-06 · changelog. Independent fan research project built on public UFCStats data. Not affiliated with, sponsored or endorsed by UFC, Zuffa, LLC, TKO Group Holdings, or any athlete. All trademarks belong to their owners and are used only to identify athletes and events.