UFC 39: The Warriors Return: Predictions & Analysis
UFC 39: The Warriors Return lands on Friday, September 27, 2002 in Uncasville, Connecticut, USA with 8 bouts on the card. The card is headlined by a championship fight. 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 |
|---|---|---|---|
| Ricco Rodriguez vs Randy CoutureHeavyweight | Ricco Rodriguez | Confident | 73% |
| Tim Sylvia vs Wesley CorreiraHeavyweight | Wesley Correira | Lean | 58% |
| BJ Penn vs Matt SerraLightweight | BJ Penn | Confident | 72% |
| Caol Uno vs Din ThomasLightweight | Din Thomas | Toss-up | 50% |
| Gan McGee vs Pedro RizzoHeavyweight | Gan McGee | Toss-up | 54% |
| Phil Baroni vs Dave MenneMiddleweight | Phil Baroni | Lean | 57% |
| Matt Lindland vs Ivan SalaverryMiddleweight | Matt Lindland | Lean | 63% |
| Sean Sherk vs Benji RadachWelterweight | Sean Sherk | Confident | 68% |
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Bet Now on DraftKingsFight-by-Fight Breakdown
Ricco Rodriguez vs Randy Couture
The Heavyweight championship matchup features Ricco Rodriguez (5-2) taking on Randy Couture (16-8).
There's a real Elo separation here: Couture at 1390 versus Rodriguez at 1282. That 108-point gap typically reflects a meaningful difference in recent quality of competition and results. Couture has won 3 straight.
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. Rodriguez throws significantly more leather — a 0.5 sig. strike per minute gap. Rodriguez is far more active with takedowns, averaging 2.5 more per 15 minutes. Rodriguez has tighter striking defense, making opponents miss more often.
The Pick: Ricco Rodriguez over Randy Couture. We're leaning Rodriguez here at 73%, a solid but not overwhelming edge.
Tim Sylvia vs Wesley Correira
The Heavyweight matchup features Tim Sylvia (9-4) taking on Wesley Correira (2-2).
Sylvia is rated at 1428 — 307 points above Correira's 1121. Gaps this large usually mean one fighter has been consistently beating better opponents.
A few statistical edges stand out. Correira throws significantly more leather — a 0.0 sig. strike per minute gap. Correira is far more active with takedowns, averaging 0.0 more per 15 minutes. Correira has tighter striking defense, making opponents miss more often.
The Pick: Wesley Correira over Tim Sylvia. The model gives Correira a slight nod at 58% — this could easily go either way.
BJ Penn vs Matt Serra
The Lightweight matchup features BJ Penn (12-13-2) taking on Matt Serra (7-7). Penn is the bigger frame at 5'9" with a 2-inch reach advantage.
There's a real Elo separation here: Serra at 1275 versus Penn at 1142. That 133-point gap typically reflects a meaningful difference in recent quality of competition and results.
Both fighters land in our "Knockout Artist" archetype — precision strikers who sit back, pick their shots, and carry fight-ending power. 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. Penn throws significantly more leather — a 2.3 sig. strike per minute gap. Penn is far more active with takedowns, averaging 0.9 more per 15 minutes. Penn has tighter striking defense, making opponents miss more often.
The Pick: BJ Penn over Matt Serra. We're leaning Penn here at 72%, a solid but not overwhelming edge.
Caol Uno vs Din Thomas
The Lightweight matchup features Caol Uno (3-5-2) taking on Din Thomas (5-4).
Thomas carries a modest Elo edge (1059 to 989), the kind of gap that reflects a slightly better run of form rather than a talent chasm.
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. Thomas throws significantly more leather — a 0.6 sig. strike per minute gap. Uno is far more active with takedowns, averaging 1.2 more per 15 minutes. Uno has tighter striking defense, making opponents miss more often.
The Pick: Din Thomas over Caol Uno. This is essentially a pick'em. The model nudges toward Thomas at 50%, but there's almost nothing separating these two.
Gan McGee vs Pedro Rizzo
The Heavyweight matchup features Gan McGee (2-2) taking on Pedro Rizzo (9-5).
Rizzo is rated at 1328 — 156 points above McGee's 1172. Gaps this large usually mean one fighter has been consistently beating better opponents.
A few statistical edges stand out. Rizzo throws significantly more leather — a 0.8 sig. strike per minute gap. McGee is far more active with takedowns, averaging 2.9 more per 15 minutes. Rizzo has tighter striking defense, making opponents miss more often.
The Pick: Gan McGee over Pedro Rizzo. This is essentially a pick'em. The model nudges toward McGee at 54%, but there's almost nothing separating these two.
Phil Baroni vs Dave Menne
The Middleweight matchup features Phil Baroni (3-7) taking on Dave Menne (2-4).
The Elo gap here is razor-thin — Baroni at 784, Menne at 806. On paper, this is as close to a coin flip as it gets.
Stylistically this is Baroni's striker game against Menne's submission artist approach. Baroni brings a versatile approach, while Menne is most dangerous on the ground, constantly threatening chokes and joint locks. Historically these archetypes are dead-even when they collide.
A few statistical edges stand out. Baroni throws significantly more leather — a 0.3 sig. strike per minute gap. Baroni is far more active with takedowns, averaging 0.7 more per 15 minutes. Menne has tighter striking defense, making opponents miss more often.
The Pick: Phil Baroni over Dave Menne. The model gives Baroni a slight nod at 57% — this could easily go either way.
Matt Lindland vs Ivan Salaverry
The Middleweight matchup features Matt Lindland (9-3) taking on Ivan Salaverry (3-4).
Lindland is rated at 1300 — 355 points above Salaverry's 946. Gaps this large usually mean one fighter has been consistently beating better opponents.
The style clash matters here: Lindland looks to close distance and put the fight on the mat, while Salaverry is comfortable adjusting on the fly, mixing strikes and grappling as openings appear. In our database, wrestlers own a 58% win rate against all-rounders, giving Lindland the stylistic edge.
A few statistical edges stand out. Lindland throws significantly more leather — a 0.1 sig. strike per minute gap. Lindland is far more active with takedowns, averaging 0.8 more per 15 minutes. Salaverry has tighter striking defense, making opponents miss more often.
The Pick: Matt Lindland over Ivan Salaverry. The model gives Lindland a slight nod at 63% — this could easily go either way.
Sean Sherk vs Benji Radach
The Welterweight matchup features Sean Sherk (8-4) taking on Benji Radach (1-1).
Sherk is rated at 1417 — 398 points above Radach's 1019. Gaps this large usually mean one fighter has been consistently beating better opponents.
A few statistical edges stand out. Radach throws significantly more leather — a 1.0 sig. strike per minute gap. Sherk is far more active with takedowns, averaging 6.7 more per 15 minutes. Radach has tighter striking defense, making opponents miss more often.
The Pick: Sean Sherk over Benji Radach. We're leaning Sherk here at 68%, a solid but not overwhelming edge.
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.