UFC 153: Silva vs Bonnar: Predictions & Analysis

Saturday, October 13, 2012·Rio de Janeiro, Brazil
Published February 27, 2026
Predictions are for entertainment purposes only and do not constitute financial advice. Please gamble responsibly.

UFC 153: Silva vs Bonnar lands on Saturday, October 13, 2012 in Rio de Janeiro, Brazil with 12 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

MatchupPickConfidenceProb
Anderson Silva vs Stephan BonnarLight HeavyweightAnderson SilvaConfident72%
Antonio Rodrigo Nogueira vs Dave HermanHeavyweightDave HermanToss-up51%
Glover Teixeira vs Fabio MaldonadoLight HeavyweightGlover TeixeiraLean63%
Jon Fitch vs Erick SilvaWelterweightJon FitchConfident70%
Phil Davis vs Wagner PradoLight HeavyweightPhil DavisConfident74%
Demian Maia vs Rick StoryWelterweightDemian MaiaLean60%
Rony Jason vs Sam SiciliaFeatherweightRony JasonLean58%
Gleison Tibau vs Francisco TrinaldoLightweightGleison TibauConfident68%
Diego Brandao vs Joey GambinoFeatherweightDiego BrandaoLean64%
Sergio Moraes vs Renee ForteWelterweightSergio MoraesLean59%
Chris Camozzi vs Luiz CaneMiddleweightChris CamozziConfident73%
Cristiano Marcello vs Reza MadadiLightweightReza MadadiToss-up55%

Fight-by-Fight Breakdown

Anderson Silva vs Stephan Bonnar

Light Heavyweight
72%
Anderson Silva
Silva
17-6
Elo 1154
All-Rounder
VS
Bonnar
8-6
Elo 1278
Wrestler

The Light Heavyweight matchup features Anderson Silva (17-6) taking on Stephan Bonnar (8-6). Bonnar is the bigger frame at 6'4" with a 2-inch reach advantage.

There's a real Elo separation here: Bonnar at 1278 versus Silva at 1154. That 124-point gap typically reflects a meaningful difference in recent quality of competition and results. Bonnar has won 3 straight.

Stylistically this is Silva's knockout artist game against Bonnar's wrestler approach. Silva is patient on the feet, timing counters and loading up when he sees openings, while Bonnar 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. Bonnar throws significantly more leather — a 0.6 sig. strike per minute gap. Bonnar is far more active with takedowns, averaging 2.3 more per 15 minutes. Bonnar has tighter striking defense, making opponents miss more often.

The Pick: Anderson Silva over Stephan Bonnar. We're leaning Silva here at 72%, a solid but not overwhelming edge.

51%
Dave Herman
Nogueira
5-5
Elo 1008
Submission Artist
VS
Herman
1-3
Elo 849

The Heavyweight matchup features Antonio Rodrigo Nogueira (5-5) taking on Dave Herman (1-3).

Nogueira is rated at 1008 — 159 points above Herman's 849. Gaps this large usually mean one fighter has been consistently beating better opponents.

A few statistical edges stand out. Herman throws significantly more leather — a 3.6 sig. strike per minute gap. Herman is far more active with takedowns, averaging 0.8 more per 15 minutes. Nogueira has tighter striking defense, making opponents miss more often.

The Pick: Dave Herman over Antonio Rodrigo Nogueira. This is essentially a pick'em. The model nudges toward Herman at 51%, but there's almost nothing separating these two.

Glover Teixeira vs Fabio Maldonado

Light Heavyweight
63%
Glover Teixeira
Teixeira
16-6
Elo 1596
Wrestler
VS
Maldonado
5-5
Elo 1043
Knockout Artist

The Light Heavyweight matchup features Glover Teixeira (16-6) taking on Fabio Maldonado (5-5).

Teixeira is rated at 1596 — 553 points above Maldonado's 1043. Gaps this large usually mean one fighter has been consistently beating better opponents.

Stylistically this is Teixeira's wrestler game against Maldonado's knockout artist approach. Teixeira looks to close distance and put the fight on the mat, while Maldonado 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. Teixeira throws significantly more leather — a 1.5 sig. strike per minute gap. Maldonado is far more active with takedowns, averaging 0.7 more per 15 minutes. Teixeira has tighter striking defense, making opponents miss more often.

The Pick: Glover Teixeira over Fabio Maldonado. The model gives Teixeira a slight nod at 63% — this could easily go either way.

Jon Fitch vs Erick Silva

Welterweight
70%
Jon Fitch
Fitch
14-2-1
Elo 1398
Wrestler
VS
Silva
7-7
Elo 951
Wrestler

The Welterweight matchup features Jon Fitch (14-2-1) taking on Erick Silva (7-7).

Fitch is rated at 1398 — 447 points above Silva's 951. 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. Silva throws significantly more leather — a 0.5 sig. strike per minute gap. Fitch is far more active with takedowns, averaging 4.7 more per 15 minutes. Fitch has tighter striking defense, making opponents miss more often.

The Pick: Jon Fitch over Erick Silva. We're leaning Fitch here at 70%, a solid but not overwhelming edge.

Phil Davis vs Wagner Prado

Light Heavyweight
74%
Phil Davis
Davis
9-2
Elo 1427
Wrestler
VS
Prado
0-1
Elo 871

The Light Heavyweight matchup features Phil Davis (9-2) taking on Wagner Prado (0-1). Davis is the bigger frame at 6'2" with a 5-inch reach advantage.

Davis is rated at 1427 — 556 points above Prado's 871. Gaps this large usually mean one fighter has been consistently beating better opponents.

A few statistical edges stand out. Davis throws significantly more leather — a 1.6 sig. strike per minute gap. Davis is far more active with takedowns, averaging 2.6 more per 15 minutes. Davis has tighter striking defense, making opponents miss more often.

The Pick: Phil Davis over Wagner Prado. We're leaning Davis here at 74%, a solid but not overwhelming edge.

Demian Maia vs Rick Story

Welterweight
60%
Demian Maia
Maia
22-10
Elo 1371
Wrestler
VS
Story
12-6
Elo 1358
All-Rounder

The Welterweight matchup features Demian Maia (22-10) taking on Rick Story (12-6). There's a 4-inch height gap favoring Maia.

The Elo gap here is razor-thin — Maia at 1371, Story at 1358. On paper, this is as close to a coin flip as it gets. Story 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. Story throws significantly more leather — a 0.8 sig. strike per minute gap. Story is far more active with takedowns, averaging 0.3 more per 15 minutes. Story has tighter striking defense, making opponents miss more often.

The Pick: Demian Maia over Rick Story. The model gives Maia a slight nod at 60% — this could easily go either way.

Rony Jason vs Sam Sicilia

Featherweight
58%
Rony Jason
Jason
4-3
Elo 1010
All-Rounder
VS
Sicilia
5-6
Elo 827
Wrestler

The Featherweight matchup features Rony Jason (4-3) taking on Sam Sicilia (5-6). Jason will look to use a 6-inch reach edge to control distance.

Jason is rated at 1010 — 184 points above Sicilia's 827. Gaps this large usually mean one fighter has been consistently beating better opponents.

The style clash matters here: Jason is comfortable adjusting on the fly, mixing strikes and grappling as openings appear, while Sicilia looks to close distance and put the fight on the mat. In our database, wrestlers own a 59% win rate against all-rounders, giving Sicilia the stylistic edge.

A few statistical edges stand out. Sicilia throws significantly more leather — a 1.8 sig. strike per minute gap. Sicilia is far more active with takedowns, averaging 0.0 more per 15 minutes. Jason has tighter striking defense, making opponents miss more often.

The Pick: Rony Jason over Sam Sicilia. The model gives Jason a slight nod at 58% — this could easily go either way.

68%
Gleison Tibau
Tibau
16-11
Elo 1019
Wrestler
VS
Trinaldo
18-7
Elo 1329
All-Rounder

The Lightweight matchup features Gleison Tibau (16-11) taking on Francisco Trinaldo (18-7).

Trinaldo is rated at 1329 — 310 points above Tibau's 1019. Gaps this large usually mean one fighter has been consistently beating better opponents.

The style clash matters here: Tibau looks to close distance and put the fight on the mat, while Trinaldo is comfortable adjusting on the fly, mixing strikes and grappling as openings appear. In our database, wrestlers own a 59% win rate against all-rounders, giving Tibau the stylistic edge.

A few statistical edges stand out. Trinaldo throws significantly more leather — a 2.4 sig. strike per minute gap. Tibau is far more active with takedowns, averaging 2.6 more per 15 minutes. Tibau has tighter striking defense, making opponents miss more often.

The Pick: Gleison Tibau over Francisco Trinaldo. We're leaning Tibau here at 68%, a solid but not overwhelming edge.

Diego Brandao vs Joey Gambino

Featherweight
64%
Diego Brandao
Brandao
6-3
Elo 1131
Submission Artist
VS
Gambino
0-1
Elo 883

The Featherweight matchup features Diego Brandao (6-3) taking on Joey Gambino (0-1).

Brandao is rated at 1131 — 248 points above Gambino's 883. Gaps this large usually mean one fighter has been consistently beating better opponents.

A few statistical edges stand out. Brandao throws significantly more leather — a 0.3 sig. strike per minute gap. Brandao is far more active with takedowns, averaging 0.8 more per 15 minutes. Brandao has tighter striking defense, making opponents miss more often.

The Pick: Diego Brandao over Joey Gambino. The model gives Brandao a slight nod at 64% — this could easily go either way.

Sergio Moraes vs Renee Forte

Welterweight
59%
Sergio Moraes
Moraes
8-4-1
Elo 1097
All-Rounder
VS
Forte
1-2
Elo 864

The Welterweight matchup features Sergio Moraes (8-4-1) taking on Renee Forte (1-2). There's a 5-inch height gap favoring Moraes.

Moraes is rated at 1097 — 232 points above Forte's 864. Gaps this large usually mean one fighter has been consistently beating better opponents.

A few statistical edges stand out. Moraes throws significantly more leather — a 2.5 sig. strike per minute gap. Forte is far more active with takedowns, averaging 0.0 more per 15 minutes. Forte has tighter striking defense, making opponents miss more often.

The Pick: Sergio Moraes over Renee Forte. The model gives Moraes a slight nod at 59% — this could easily go either way.

Chris Camozzi vs Luiz Cane

Middleweight
73%
Chris Camozzi
Camozzi
9-9
Elo 986
All-Rounder
VS
Cane
4-4
Elo 922
Striker

The Middleweight matchup features Chris Camozzi (9-9) taking on Luiz Cane (4-4).

Camozzi carries a modest Elo edge (986 to 922), the kind of gap that reflects a slightly better run of form rather than a talent chasm.

Stylistically this is Camozzi's all-rounder game against Cane's striker approach. Camozzi is comfortable adjusting on the fly, mixing strikes and grappling as openings appear, while Cane brings a versatile approach. Historically these archetypes are dead-even when they collide.

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

The Pick: Chris Camozzi over Luiz Cane. We're leaning Camozzi here at 73%, a solid but not overwhelming edge.

55%
Reza Madadi
Marcello
1-2
Elo 848
VS
Madadi
3-3
Elo 1046
Wrestler

The Lightweight matchup features Cristiano Marcello (1-2) taking on Reza Madadi (3-3).

Madadi is rated at 1046 — 198 points above Marcello's 848. Gaps this large usually mean one fighter has been consistently beating better opponents.

A few statistical edges stand out. Marcello throws significantly more leather — a 4.8 sig. strike per minute gap. Madadi is far more active with takedowns, averaging 7.0 more per 15 minutes. Marcello has tighter striking defense, making opponents miss more often.

The Pick: Reza Madadi over Cristiano Marcello. This is essentially a pick'em. The model nudges toward Madadi at 55%, 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.