UFC 102: Couture vs Nogueira: Predictions & Analysis
UFC 102: Couture vs Nogueira lands on Saturday, August 29, 2009 in Portland, Oregon, USA with 11 bouts on the card. Below is our fight-by-fight breakdown, combining Elo ratings, rolling statistical trends, style matchup data, and betting market context into a pick for every bout.
Quick Picks
| Matchup | Pick | Confidence | Prob |
|---|---|---|---|
| Antonio Rodrigo Nogueira vs Randy CoutureHeavyweight | Randy Couture | Toss-up | 53% |
| Thiago Silva vs Keith JardineLight Heavyweight | Thiago Silva | Confident | 68% |
| Jake Rosholt vs Chris LebenMiddleweight | Jake Rosholt | Lean | 57% |
| Nate Marquardt vs Demian MaiaMiddleweight | Nate Marquardt | Lean | 65% |
| Brandon Vera vs Krzysztof SoszynskiLight Heavyweight | Brandon Vera | Lean | 61% |
| Aaron Simpson vs Ed HermanMiddleweight | Ed Herman | Toss-up | 53% |
| Gabriel Gonzaga vs Chris TuchschererHeavyweight | Gabriel Gonzaga | Confident | 66% |
| Mike Russow vs Justin McCullyHeavyweight | Justin McCully | Lean | 60% |
| Todd Duffee vs Tim HagueHeavyweight | Todd Duffee | Lean | 57% |
| Mark Munoz vs Nick CatoneMiddleweight | Nick Catone | Lean | 65% |
| Evan Dunham vs Marcus AurelioLightweight | Evan Dunham | Toss-up | 53% |
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Antonio Rodrigo Nogueira vs Randy Couture
The Heavyweight matchup features Antonio Rodrigo Nogueira (5-6) taking on Randy Couture (16-8). Nogueira is the bigger frame at 6'3" with a 2-inch reach advantage.
Couture is rated at 1390 — 274 points above Nogueira's 1116. Gaps this large usually mean one fighter has been consistently beating better opponents. Couture has won 3 straight.
The style clash matters here: Nogueira is most dangerous on the ground, constantly threatening chokes and joint locks, while Couture looks to close distance and put the fight on the mat. In our database, wrestlers own a 55% win rate against submission artists, giving Couture the stylistic edge.
A few statistical edges stand out. Couture throws significantly more leather — a 0.1 sig. strike per minute gap. Couture is far more active with takedowns, averaging 1.2 more per 15 minutes. Nogueira has tighter striking defense, making opponents miss more often.
The Pick: Randy Couture over Antonio Rodrigo Nogueira. This is essentially a pick'em. The model nudges toward Couture at 53%, but there's almost nothing separating these two.
Thiago Silva vs Keith Jardine
The Light Heavyweight matchup features Thiago Silva (7-3) taking on Keith Jardine (6-7).
Silva is rated at 1465 — 409 points above Jardine's 1055. Gaps this large usually mean one fighter has been consistently beating better opponents.
The style clash matters here: Silva is patient on the feet, timing counters and loading up when he sees openings, while Jardine brings a versatile approach. In our database, knockout artists own a 56% win rate against strikers, giving Silva the stylistic edge.
A few statistical edges stand out. Jardine throws significantly more leather — a 0.1 sig. strike per minute gap. Silva is far more active with takedowns, averaging 0.8 more per 15 minutes. Jardine has tighter striking defense, making opponents miss more often.
The Pick: Thiago Silva over Keith Jardine. We're leaning Silva here at 68%, a solid but not overwhelming edge.
Jake Rosholt vs Chris Leben
The Middleweight matchup features Jake Rosholt (1-2) taking on Chris Leben (12-10).
The Elo gap here is razor-thin — Rosholt at 985, Leben at 995. On paper, this is as close to a coin flip as it gets.
A few statistical edges stand out. Leben throws significantly more leather — a 1.4 sig. strike per minute gap. Rosholt is far more active with takedowns, averaging 13.5 more per 15 minutes. Rosholt has tighter striking defense, making opponents miss more often.
The Pick: Jake Rosholt over Chris Leben. The model gives Rosholt a slight nod at 57% — this could easily go either way.
Nate Marquardt vs Demian Maia
The Middleweight matchup features Nate Marquardt (13-12) taking on Demian Maia (22-11).
Maia is rated at 1506 — 327 points above Marquardt's 1179. Gaps this large usually mean one fighter has been consistently beating better opponents.
Both fighters land in our "Submission Artist" archetype — ground specialists who hunt for finishes off their back or from top position. When mirror matchups like this happen, the edge usually goes to whoever can impose their preferred pace and range.
A few statistical edges stand out. Marquardt throws significantly more leather — a 1.6 sig. strike per minute gap. Maia is far more active with takedowns, averaging 0.1 more per 15 minutes. Marquardt has tighter striking defense, making opponents miss more often.
The Pick: Nate Marquardt over Demian Maia. The model gives Marquardt a slight nod at 65% — this could easily go either way.
Brandon Vera vs Krzysztof Soszynski
The Light Heavyweight matchup features Brandon Vera (8-7) taking on Krzysztof Soszynski (6-3).
There's a real Elo separation here: Vera at 1098 versus Soszynski at 980. That 118-point gap typically reflects a meaningful difference in recent quality of competition and results.
Stylistically this is Vera's knockout artist game against Soszynski's all-rounder approach. Vera is patient on the feet, timing counters and loading up when he sees openings, while Soszynski is comfortable adjusting on the fly, mixing strikes and grappling as openings appear. Historically these archetypes are dead-even when they collide.
A few statistical edges stand out. Vera throws significantly more leather — a 0.8 sig. strike per minute gap. Soszynski is far more active with takedowns, averaging 0.8 more per 15 minutes. Soszynski has tighter striking defense, making opponents miss more often.
The Pick: Brandon Vera over Krzysztof Soszynski. The model gives Vera a slight nod at 61% — this could easily go either way.
Aaron Simpson vs Ed Herman
The Middleweight matchup features Aaron Simpson (7-4) taking on Ed Herman (13-12). Herman will look to use a 4-inch reach edge to control distance.
The Elo gap here is razor-thin — Simpson at 1146, Herman at 1139. On paper, this is as close to a coin flip as it gets.
Both fighters land in our "Wrestler" archetype — fighters who win by dictating where the fight takes place, grinding out control time and wearing opponents down. When mirror matchups like this happen, the edge usually goes to whoever can impose their preferred pace and range.
A few statistical edges stand out. Simpson throws significantly more leather — a 6.1 sig. strike per minute gap. Simpson is far more active with takedowns, averaging 4.7 more per 15 minutes. Simpson has tighter striking defense, making opponents miss more often.
The Pick: Ed Herman over Aaron Simpson. This is essentially a pick'em. The model nudges toward Herman at 53%, but there's almost nothing separating these two.
Gabriel Gonzaga vs Chris Tuchscherer
The Heavyweight matchup features Gabriel Gonzaga (12-10) taking on Chris Tuchscherer (1-3).
Gonzaga is rated at 1072 — 420 points above Tuchscherer's 652. Gaps this large usually mean one fighter has been consistently beating better opponents.
A few statistical edges stand out. Gonzaga throws significantly more leather — a 2.1 sig. strike per minute gap. Gonzaga is far more active with takedowns, averaging 3.0 more per 15 minutes. Tuchscherer has tighter striking defense, making opponents miss more often.
The Pick: Gabriel Gonzaga over Chris Tuchscherer. We're leaning Gonzaga here at 66%, a solid but not overwhelming edge.
Mike Russow vs Justin McCully
The Heavyweight matchup features Mike Russow (4-2) taking on Justin McCully (2-2).
Russow is rated at 1137 — 159 points above McCully's 978. Gaps this large usually mean one fighter has been consistently beating better opponents.
A few statistical edges stand out. McCully throws significantly more leather — a 2.0 sig. strike per minute gap. McCully is far more active with takedowns, averaging 1.9 more per 15 minutes. Russow has tighter striking defense, making opponents miss more often.
The Pick: Justin McCully over Mike Russow. The model gives McCully a slight nod at 60% — this could easily go either way.
Todd Duffee vs Tim Hague
The Heavyweight matchup features Todd Duffee (3-2) taking on Tim Hague (1-4).
Duffee is rated at 1241 — 479 points above Hague's 762. Gaps this large usually mean one fighter has been consistently beating better opponents.
A few statistical edges stand out. Hague throws significantly more leather — a 0.0 sig. strike per minute gap. Hague is far more active with takedowns, averaging 8.8 more per 15 minutes. Duffee has tighter striking defense, making opponents miss more often.
The Pick: Todd Duffee over Tim Hague. The model gives Duffee a slight nod at 57% — this could easily go either way.
Mark Munoz vs Nick Catone
The Middleweight matchup features Mark Munoz (9-6) taking on Nick Catone (4-4).
Munoz is rated at 1233 — 210 points above Catone's 1023. Gaps this large usually mean one fighter has been consistently beating better opponents.
Both fighters land in our "Wrestler" archetype — fighters who win by dictating where the fight takes place, grinding out control time and wearing opponents down. When mirror matchups like this happen, the edge usually goes to whoever can impose their preferred pace and range.
A few statistical edges stand out. Munoz throws significantly more leather — a 0.9 sig. strike per minute gap. Catone is far more active with takedowns, averaging 7.0 more per 15 minutes. Catone has tighter striking defense, making opponents miss more often.
The Pick: Nick Catone over Mark Munoz. The model gives Catone a slight nod at 65% — this could easily go either way.
Evan Dunham vs Marcus Aurelio
The Lightweight matchup features Evan Dunham (11-9-1) taking on Marcus Aurelio (2-4). Aurelio will look to use a 4-inch reach edge to control distance.
There's a real Elo separation here: Dunham at 1146 versus Aurelio at 1011. That 136-point gap typically reflects a meaningful difference in recent quality of competition and results.
Both fighters land in our "All-Rounder" archetype — fighters comfortable everywhere, able to strike or grapple depending on what the opponent gives them. When mirror matchups like this happen, the edge usually goes to whoever can impose their preferred pace and range.
A few statistical edges stand out. Dunham throws significantly more leather — a 3.3 sig. strike per minute gap. Aurelio is far more active with takedowns, averaging 0.6 more per 15 minutes. Aurelio has tighter striking defense, making opponents miss more often.
The Pick: Evan Dunham over Marcus Aurelio. This is essentially a pick'em. The model nudges toward Dunham at 53%, but there's almost nothing separating these two.
Methodology
Predictions are generated by our ensemble model combining LightGBM (65%) and CatBoost (35%), trained on every UFC fight since 1994. The model uses 23 features including Elo ratings, rolling 5-fight statistical averages, style matchup history, physical attributes, and market odds when available.
On our held-out test set (402 fights from January-September 2023), the model achieves 63.4% accuracy with a log-loss of 0.626. High-confidence picks (>75% probability) hit at 82.7%. For full model transparency, visit our Model page.