UFC 35: Throwdown: Predictions & Analysis

Friday, January 11, 2002·Uncasville, Connecticut, USA
Published April 18, 2026
Predictions are for entertainment purposes only and do not constitute financial advice. Please gamble responsibly.

UFC 35: Throwdown lands on Friday, January 11, 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

MatchupPickConfidenceProb
Jens Pulver vs BJ PennLightweightBJ PennConfident65%
Ricco Rodriguez vs Jeff MonsonHeavyweightRicco RodriguezStrong79%
Murilo Bustamante vs Dave MenneMiddleweightMurilo BustamanteLean61%
Chuck Liddell vs Amar SuloevLight HeavyweightChuck LiddellConfident68%
Andrei Semenov vs Ricardo AlmeidaMiddleweightRicardo AlmeidaConfident74%
Kevin Randleman vs Renato SobralLight HeavyweightRenato SobralLean57%
Gil Castillo vs Chris BrennanWelterweightChris BrennanLean59%
Eugene Jackson vs Keith RockelMiddleweightEugene JacksonLean57%

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Fight-by-Fight Breakdown

Jens Pulver vs BJ Penn

LightweightTitle Fight
65%
BJ Penn
Pulver
6-2-1
CO-III1229
Knockout Artist
VS
Penn
12-13-2
RK-I1142
All-Rounder
Over/UnderOver 59%
Under 41%Over 59%

The Lightweight championship matchup features Jens Pulver (6-2-1) taking on BJ Penn (12-13-2).

There's a real Elo separation here: Pulver at 1229 versus Penn at 1142. That 88-point gap typically reflects a meaningful difference in recent quality of competition and results.

Stylistically this is Pulver's knockout artist game against Penn's all-rounder approach. Pulver is patient on the feet, timing counters and loading up when he sees openings, while Penn 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. Penn throws significantly more leather — a 2.4 sig. strike per minute gap. Penn is far more active with takedowns, averaging 5.1 more per 15 minutes. Penn has tighter striking defense, making opponents miss more often.

The Pick: BJ Penn over Jens Pulver. We're leaning Penn here at 65%, a solid but not overwhelming edge.

79%
Ricco Rodriguez
Rodriguez
5-2
CO-III1282
Wrestler
VS
Monson
4-3
CO-III1320
All-Rounder
Over/UnderUnder 64%
Under 64%Over 36%

The Heavyweight matchup features Ricco Rodriguez (5-2) taking on Jeff Monson (4-3).

Monson carries a modest Elo edge (1320 to 1282), the kind of gap that reflects a slightly better run of form rather than a talent chasm. Monson has won 3 straight.

The style clash matters here: Rodriguez looks to close distance and put the fight on the mat, while Monson 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 Rodriguez the stylistic edge.

A few statistical edges stand out. Rodriguez throws significantly more leather — a 1.3 sig. strike per minute gap. Rodriguez is far more active with takedowns, averaging 3.9 more per 15 minutes. Rodriguez has tighter striking defense, making opponents miss more often.

The Pick: Ricco Rodriguez over Jeff Monson. The model is firm on this one: Rodriguez at 79%.

61%
Murilo Bustamante
Bustamante
3-1
CO-I1581
VS
Menne
2-4
PR-III806
Submission Artist
Over/UnderUnder 59%
Under 59%Over 41%

The Middleweight matchup features Murilo Bustamante (3-1) taking on Dave Menne (2-4).

Bustamante is rated at 1581 — 775 points above Menne's 806. Gaps this large usually mean one fighter has been consistently beating better opponents.

A few statistical edges stand out. Menne throws significantly more leather — a 1.4 sig. strike per minute gap. Bustamante is far more active with takedowns, averaging 4.0 more per 15 minutes. Bustamante has tighter striking defense, making opponents miss more often.

The Pick: Murilo Bustamante over Dave Menne. The model gives Bustamante a slight nod at 61% — this could easily go either way.

Chuck Liddell vs Amar Suloev

Light Heavyweight
68%
Chuck Liddell
Liddell
16-7
CO-III1275
Striker
VS
Suloev
0-2
UC-I794
Over/UnderUnder 63%
Under 63%Over 37%

The Light Heavyweight matchup features Chuck Liddell (16-7) taking on Amar Suloev (0-2).

Liddell is rated at 1275 — 481 points above Suloev's 794. Gaps this large usually mean one fighter has been consistently beating better opponents.

A few statistical edges stand out. Liddell throws significantly more leather — a 2.1 sig. strike per minute gap. Suloev is far more active with takedowns, averaging 0.0 more per 15 minutes. Suloev has tighter striking defense, making opponents miss more often.

The Pick: Chuck Liddell over Amar Suloev. We're leaning Liddell here at 68%, a solid but not overwhelming edge.

74%
Ricardo Almeida
Semenov
1-1
MC-II947
VS
Almeida
6-5
CO-III1222
Wrestler
Over/UnderUnder 63%
Under 63%Over 37%

The Middleweight matchup features Andrei Semenov (1-1) taking on Ricardo Almeida (6-5).

Almeida is rated at 1222 — 275 points above Semenov's 947. Gaps this large usually mean one fighter has been consistently beating better opponents.

A few statistical edges stand out. Almeida throws significantly more leather — a 0.7 sig. strike per minute gap. Almeida is far more active with takedowns, averaging 0.8 more per 15 minutes. Semenov has tighter striking defense, making opponents miss more often.

The Pick: Ricardo Almeida over Andrei Semenov. We're leaning Almeida here at 74%, a solid but not overwhelming edge.

Kevin Randleman vs Renato Sobral

Light Heavyweight
57%
Renato Sobral
Randleman
4-3
CO-II1334
Wrestler
VS
Sobral
6-4
CO-III1224
Submission Artist
Over/UnderUnder 56%
Under 56%Over 44%

The Light Heavyweight matchup features Kevin Randleman (4-3) taking on Renato Sobral (6-4).

There's a real Elo separation here: Randleman at 1334 versus Sobral at 1224. That 111-point gap typically reflects a meaningful difference in recent quality of competition and results.

The style clash matters here: Randleman looks to close distance and put the fight on the mat, while Sobral is most dangerous on the ground, constantly threatening chokes and joint locks. In our database, wrestlers own a 55% win rate against submission artists, giving Randleman the stylistic edge.

A few statistical edges stand out. Randleman throws significantly more leather — a 0.3 sig. strike per minute gap. Sobral is far more active with takedowns, averaging 0.9 more per 15 minutes. Sobral has tighter striking defense, making opponents miss more often.

The Pick: Renato Sobral over Kevin Randleman. The model gives Sobral a slight nod at 57% — this could easily go either way.

59%
Chris Brennan
Castillo
1-2
RK-III1036
VS
Brennan
1-2
PR-I890
Over/UnderUnder 54%
Under 54%Over 46%

The Welterweight matchup features Gil Castillo (1-2) taking on Chris Brennan (1-2).

There's a real Elo separation here: Castillo at 1036 versus Brennan at 890. That 146-point gap typically reflects a meaningful difference in recent quality of competition and results.

A few statistical edges stand out. Castillo throws significantly more leather — a 0.2 sig. strike per minute gap. Castillo is far more active with takedowns, averaging 2.8 more per 15 minutes. Brennan has tighter striking defense, making opponents miss more often.

The Pick: Chris Brennan over Gil Castillo. The model gives Brennan a slight nod at 59% — this could easily go either way.

57%
Eugene Jackson
Jackson
3-4
PR-I870
Wrestler
VS
Rockel
1-1
RK-III1026
Over/UnderUnder 63%
Under 63%Over 37%

The Middleweight matchup features Eugene Jackson (3-4) taking on Keith Rockel (1-1).

Rockel is rated at 1026 — 156 points above Jackson's 870. Gaps this large usually mean one fighter has been consistently beating better opponents.

A few statistical edges stand out. Jackson throws significantly more leather — a 1.5 sig. strike per minute gap. Jackson is far more active with takedowns, averaging 0.9 more per 15 minutes. Rockel has tighter striking defense, making opponents miss more often.

The Pick: Eugene Jackson over Keith Rockel. The model gives Jackson a slight nod at 57% — 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.