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Quang Le

Bantamweight · REAL v1.0 (registered) #73; v1.1 (shadow) #75

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 72-75: the 10th to 90th percentile of his position across weight vectors drawn near the 70/30 weights. Rating 1,460, deviation 194: measured from 4 UFC bouts; a one-bout newcomer sits near 290.

Age 35 (born 1991-10-18) · Height 5 ft 7 in (170 cm) · Reach 70 in (178 cm) · Stance Orthodox · 414 days since last bout (2025-09-13) · Last five 1-3 · Streak L1

Why he is ranked here

Rating 1,460 is the division's 73rd highest of 86 board fighters after an inactivity penalty of 14 points for 414 days without a bout; the ledger stands at -3.0 (less 1.0 for blowout losses, less 2.0 for other losses outside the top 5; losses count for three years); 0 quality wins in 15 years, 0 over top-10 opponents; no form penalty (1-3 last five). Score -0.35 = -0.23 (rating term, 70% weight) -0.13 (ledger term, 30% weight) -0.00 (form penalty); score order put him at #73.

TermValueDetail
Score-0.3570% rating term + 30% ledger term - form penalty
Rating term-0.23resume rating 1,460 (raw 1,474 less inactivity penalty 14), scaled against the division's interdecile range
Ledger term-0.13quality ledger -3.0: +0.0 QW +0.0 proof -1.0 blowout -2.0 weak
Form penalty0.00last five 1-3
Quality wins, 15 years00 over top-10 opponents, 0 over top-15
Placementscore order #73v1.0 (registered)
Shadow board v1.1#75score -0.64; score order #75

Rules, weights and worked examples: methodology.

All 4 UFC bouts

DateEventOpponentOpp. official rankResultMethodRoundModel p
2025-09-13Noche UFC: Lopes vs. SilvaSantiago LunaunrankedLKO/TKO1 (2:48)54%
2025-05-03UFC Fight Night: Sandhagen vs. FigueiredoGaston BolanosunrankedWsubmission2 (1:54)38%
2024-11-23UFC Fight Night: Yan vs. FigueiredoXiao LongunrankedLKO/TKO3 (1:28)53%
2024-08-10UFC Fight Night: Tybura vs. Spivac 2Chris GutierrezunrankedLunanimous decision3 (5:00)20%

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 86 board fighters at Bantamweight at or below this value; high is a position in the division, not a verdict.

Output
Significant strikes landed per minute2.82(21st percentile at Bantamweight)
Significant strike accuracy39%(12th percentile at Bantamweight)
Knockdowns scored per 15 minutes0.00(37th percentile at Bantamweight)
Share of wins by finish100%(100th percentile at Bantamweight)
Defence and damage
Significant strikes absorbed per minute4.59(78th percentile at Bantamweight)
Significant strike defence50%(31st percentile at Bantamweight)
Knockdowns suffered per 15 minutes1.24(98th percentile at Bantamweight)
Significant strikes absorbed, career166(43rd percentile at Bantamweight)
KO/TKO losses2 (last 2025-09-13, 414 days ago)(92nd percentile at Bantamweight)
Submission losses0(66th percentile at Bantamweight)
KO/TKO losses per bout over 10 years, each weighted down by the finisher's danger0.254(97th percentile at Bantamweight)
Grappling
Takedowns landed per 15 minutes2.90(83rd percentile at Bantamweight)
Takedown defence100%(100th percentile at Bantamweight)
Share of cage time in control28%(78th percentile at Bantamweight)
Share of significant strikes landed in the clinch or on the ground8%(12th percentile at Bantamweight)
Stylewrestler (8.7 takedown attempts per 15 min; 28% control)
Career stage
Age35.0(83rd percentile at Bantamweight)
Age at UFC debut32.8(96th percentile at Bantamweight)
Years since UFC debut2.2(37th percentile at Bantamweight)
UFC bouts4(47th percentile at Bantamweight)
Cage time, minutes36(40th percentile at Bantamweight)
Bouts per year, last three years1.8(70th percentile at Bantamweight)
Days since last bout414(94th percentile at Bantamweight)

Board position since Oct 2023

C2040608010020252026Oct 2023Oct 20262024-08-16: #44, Bantamweight2024-08-23: #43, Bantamweight2024-09-06: #43, Bantamweight2024-09-13: #43, Bantamweight2024-09-27: #43, Bantamweight2024-10-04: #43, Bantamweight2024-10-11: #43, Bantamweight2024-10-18: #44, Bantamweight2024-10-25: #48, Bantamweight2024-11-01: #47, Bantamweight2024-11-08: #45, Bantamweight2024-11-15: #48, Bantamweight2024-11-22: #48, Bantamweight2024-12-06: #71, Bantamweight2024-12-13: #69, Bantamweight2025-01-10: #69, Bantamweight2025-01-17: #68, Bantamweight2025-01-31: #67, Bantamweight2025-02-07: #67, Bantamweight2025-02-14: #69, Bantamweight2025-02-21: #70, Bantamweight2025-02-28: #70, Bantamweight2025-03-07: #70, Bantamweight2025-03-14: #70, Bantamweight2025-03-21: #71, Bantamweight2025-03-28: #70, Bantamweight2025-04-04: #71, Bantamweight2025-04-11: #69, Bantamweight2025-04-25: #69, Bantamweight2025-05-02: #69, Bantamweight2025-05-09: #52, Bantamweight2025-05-16: #53, Bantamweight2025-05-30: #53, Bantamweight2025-06-06: #53, Bantamweight2025-06-13: #54, Bantamweight2025-06-20: #53, Bantamweight2025-06-27: #53, Bantamweight2025-07-11: #53, Bantamweight2025-07-18: #53, Bantamweight2025-07-25: #53, Bantamweight2025-08-01: #53, Bantamweight2025-08-08: #53, Bantamweight2025-08-15: #52, Bantamweight2025-08-22: #52, Bantamweight2025-09-05: #52, Bantamweight2025-09-12: #52, Bantamweight2025-09-26: #67, Bantamweight2025-10-03: #66, Bantamweight2025-10-10: #67, Bantamweight2025-10-17: #68, Bantamweight2025-10-24: #68, Bantamweight2025-10-31: #68, Bantamweight2025-11-07: #68, Bantamweight2025-11-14: #68, Bantamweight2025-11-21: #67, Bantamweight2025-12-05: #67, Bantamweight2025-12-12: #65, Bantamweight2026-01-23: #65, Bantamweight2026-01-30: #65, Bantamweight2026-02-06: #67, Bantamweight2026-02-20: #67, Bantamweight2026-02-27: #67, Bantamweight2026-03-06: #68, Bantamweight2026-03-13: #68, Bantamweight2026-03-20: #69, Bantamweight2026-03-27: #68, Bantamweight2026-04-03: #68, Bantamweight2026-04-10: #68, Bantamweight2026-04-17: #68, Bantamweight2026-04-24: #69, Bantamweight2026-05-01: #70, Bantamweight2026-05-08: #70, Bantamweight2026-05-15: #67, Bantamweight2026-05-29: #68, Bantamweight2026-06-05: #66, Bantamweight2026-06-13: #67, Bantamweight2026-06-19: #67, Bantamweight2026-06-26: #68, Bantamweight2026-07-10: #67, Bantamweight2026-07-17: #68, Bantamweight2026-07-24: #68, Bantamweight2026-07-31: #69, Bantamweight2026-08-07: #71, Bantamweight2026-08-14: #70, Bantamweight2026-08-21: #70, Bantamweight2026-08-28: #71, Bantamweight2026-09-04: #72, Bantamweight2026-09-11: #71, Bantamweight2026-09-18: #70, Bantamweight2026-09-25: #72, Bantamweight2026-09-26: #76, Bantamweight2026-10-03: #75, Bantamweight2026-10-10: #75, Bantamweight2026-10-17: #79, Bantamweight2026-10-24: #81, Bantamweight2026-10-31: #73, Bantamweight#73

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 36 of 132 snapshots (gaps in the line).

Predictive rating by bout

1,4001,4501,5001,55020252026Aug 2024Oct 20262024-08-10: 1,502 (L vs Chris Gutierrez)2024-11-23: 1,440 (L vs Xiao Long)2025-05-03: 1,529 (W vs Gaston Bolanos)2025-09-13: 1,437 (L vs Santiago Luna)1,437

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 run about 46 points behind the rating: fighters this age typically run 43 points behind their rating, and his own recent results track that.

ComponentPointsMeaning
Age component-43what fighters aged 35.0 typically run relative to their rating (population curve, all UFC bouts since 2011)
Own recent results-3his recency-weighted mean and trend over 4 bouts, shrunk toward zero; trend -0 points a year
Combined-46the rating's likely distance from his current performance level, in rating points
Readingbehind 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+1.032333435362024-08-10 (age 32.8): L vs Chris Gutierrez, residual +0.012024-11-23 (age 33.1): L vs Xiao Long, residual -0.482025-05-03 (age 33.5): W vs Gaston Bolanos, residual +0.622025-09-13 (age 33.9): L vs Santiago Luna, residual -0.48-0.07

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.