UFC 48: Payback: Predictions & Analysis
UFC 48: Payback lands on Saturday, June 19, 2004 in Las Vegas, Nevada, USA with 8 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 |
|---|---|---|---|
| Ken Shamrock vs Kimo LeopoldoHeavyweight | Ken Shamrock | Lean | 63% |
| Frank Trigg vs Dennis HallmanWelterweight | Dennis Hallman | Lean | 64% |
| Frank Mir vs Tim SylviaHeavyweight | Frank Mir | Toss-up | 55% |
| Matt Hughes vs Renato VerissimoWelterweight | Matt Hughes | Lean | 60% |
| Evan Tanner vs Phil BaroniMiddleweight | Evan Tanner | Confident | 66% |
| Matt Serra vs Ivan MenjivarLightweight | Matt Serra | Lean | 64% |
| Georges St-Pierre vs Jay HieronWelterweight | Georges St-Pierre | Confident | 74% |
| Trevor Prangley vs Curtis StoutMiddleweight | Trevor Prangley | Lean | 56% |
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Bet Now on DraftKingsFight-by-Fight Breakdown
Ken Shamrock vs Kimo Leopoldo
The Heavyweight matchup features Ken Shamrock (6-5) taking on Kimo Leopoldo (2-4).
There's a real Elo separation here: Shamrock at 1231 versus Leopoldo at 1100. That 131-point gap typically reflects a meaningful difference in recent quality of competition and results.
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. Shamrock throws significantly more leather — a 0.6 sig. strike per minute gap. Leopoldo is far more active with takedowns, averaging 1.2 more per 15 minutes. Shamrock has tighter striking defense, making opponents miss more often.
The Pick: Ken Shamrock over Kimo Leopoldo. The model gives Shamrock a slight nod at 63% — this could easily go either way.
Frank Trigg vs Dennis Hallman
The Welterweight matchup features Frank Trigg (2-5) taking on Dennis Hallman (4-5).
Hallman is rated at 1231 — 211 points above Trigg's 1021. Gaps this large usually mean one fighter has been consistently beating better opponents.
Stylistically this is Trigg's knockout artist game against Hallman's wrestler approach. Trigg is patient on the feet, timing counters and loading up when he sees openings, while Hallman looks to close distance and put the fight on the mat. Historically these archetypes are dead-even when they collide.
A few statistical edges stand out. Hallman throws significantly more leather — a 0.6 sig. strike per minute gap. Trigg is far more active with takedowns, averaging 2.7 more per 15 minutes. Trigg has tighter striking defense, making opponents miss more often.
The Pick: Dennis Hallman over Frank Trigg. The model gives Hallman a slight nod at 64% — this could easily go either way.
Frank Mir vs Tim Sylvia
The Heavyweight matchup features Frank Mir (16-11) taking on Tim Sylvia (9-4). There's a 5-inch height gap favoring Sylvia.
Sylvia carries a modest Elo edge (1428 to 1367), the kind of gap that reflects a slightly better run of form rather than a talent chasm.
The style clash matters here: Mir is most dangerous on the ground, constantly threatening chokes and joint locks, while Sylvia is comfortable adjusting on the fly, mixing strikes and grappling as openings appear. In our database, submission artists own a 55% win rate against all-rounders, giving Mir the stylistic edge.
A few statistical edges stand out. Sylvia throws significantly more leather — a 11.3 sig. strike per minute gap. Mir is far more active with takedowns, averaging 4.9 more per 15 minutes. Sylvia has tighter striking defense, making opponents miss more often.
The Pick: Frank Mir over Tim Sylvia. This is essentially a pick'em. The model nudges toward Mir at 55%, but there's almost nothing separating these two.
Matt Hughes vs Renato Verissimo
The Welterweight matchup features Matt Hughes (18-7) taking on Renato Verissimo (1-2).
Hughes is rated at 1368 — 358 points above Verissimo's 1010. Gaps this large usually mean one fighter has been consistently beating better opponents.
A few statistical edges stand out. Hughes throws significantly more leather — a 0.8 sig. strike per minute gap. Verissimo is far more active with takedowns, averaging 0.1 more per 15 minutes. Verissimo has tighter striking defense, making opponents miss more often.
The Pick: Matt Hughes over Renato Verissimo. The model gives Hughes a slight nod at 60% — this could easily go either way.
Evan Tanner vs Phil Baroni
The Middleweight matchup features Evan Tanner (11-6) taking on Phil Baroni (3-7). Tanner is the bigger frame at 6'0" with a 2-inch reach advantage.
Tanner is rated at 1189 — 404 points above Baroni's 784. Gaps this large usually mean one fighter has been consistently beating better opponents.
Stylistically this is Tanner's wrestler game against Baroni's knockout artist approach. Tanner looks to close distance and put the fight on the mat, while Baroni is patient on the feet, timing counters and loading up when he sees openings. Historically these archetypes are dead-even when they collide.
A few statistical edges stand out. Tanner throws significantly more leather — a 0.8 sig. strike per minute gap. Tanner is far more active with takedowns, averaging 1.6 more per 15 minutes. Tanner has tighter striking defense, making opponents miss more often.
The Pick: Evan Tanner over Phil Baroni. We're leaning Tanner here at 66%, a solid but not overwhelming edge.
Matt Serra vs Ivan Menjivar
The Lightweight matchup features Matt Serra (7-7) taking on Ivan Menjivar (4-5). Serra will look to use a 4-inch reach edge to control distance.
Serra is rated at 1275 — 317 points above Menjivar's 958. 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. Serra throws significantly more leather — a 1.4 sig. strike per minute gap. Serra is far more active with takedowns, averaging 2.9 more per 15 minutes. Menjivar has tighter striking defense, making opponents miss more often.
The Pick: Matt Serra over Ivan Menjivar. The model gives Serra a slight nod at 64% — this could easily go either way.
Georges St-Pierre vs Jay Hieron
The Welterweight matchup features Georges St-Pierre (20-2) taking on Jay Hieron (0-4).
St-Pierre is rated at 2010 — 1327 points above Hieron's 684. Gaps this large usually mean one fighter has been consistently beating better opponents. St-Pierre rides a 12-fight win streak into this one.
A few statistical edges stand out. St-Pierre throws significantly more leather — a 3.1 sig. strike per minute gap. St-Pierre is far more active with takedowns, averaging 6.0 more per 15 minutes. Hieron has tighter striking defense, making opponents miss more often.
The Pick: Georges St-Pierre over Jay Hieron. We're leaning St-Pierre here at 74%, a solid but not overwhelming edge.
Trevor Prangley vs Curtis Stout
The Middleweight matchup features Trevor Prangley (2-2) taking on Curtis Stout (0-2).
There's a real Elo separation here: Prangley at 867 versus Stout at 765. That 102-point gap typically reflects a meaningful difference in recent quality of competition and results.
A few statistical edges stand out. Stout throws significantly more leather — a 0.2 sig. strike per minute gap. Stout is far more active with takedowns, averaging 0.0 more per 15 minutes. Prangley has tighter striking defense, making opponents miss more often.
The Pick: Trevor Prangley over Curtis Stout. The model gives Prangley a slight nod at 56% — this could easily go either way.
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.