UFC 153: Silva vs Bonnar: Predictions & Analysis
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
| Matchup | Pick | Confidence | Prob |
|---|---|---|---|
| Anderson Silva vs Stephan BonnarLight Heavyweight | Anderson Silva | Confident | 72% |
| Antonio Rodrigo Nogueira vs Dave HermanHeavyweight | Dave Herman | Toss-up | 51% |
| Glover Teixeira vs Fabio MaldonadoLight Heavyweight | Glover Teixeira | Lean | 63% |
| Jon Fitch vs Erick SilvaWelterweight | Jon Fitch | Confident | 70% |
| Phil Davis vs Wagner PradoLight Heavyweight | Phil Davis | Confident | 74% |
| Demian Maia vs Rick StoryWelterweight | Demian Maia | Lean | 60% |
| Rony Jason vs Sam SiciliaFeatherweight | Rony Jason | Lean | 58% |
| Gleison Tibau vs Francisco TrinaldoLightweight | Gleison Tibau | Confident | 68% |
| Diego Brandao vs Joey GambinoFeatherweight | Diego Brandao | Lean | 64% |
| Sergio Moraes vs Renee ForteWelterweight | Sergio Moraes | Lean | 59% |
| Chris Camozzi vs Luiz CaneMiddleweight | Chris Camozzi | Confident | 73% |
| Cristiano Marcello vs Reza MadadiLightweight | Reza Madadi | Toss-up | 55% |
Fight-by-Fight Breakdown
Anderson Silva vs Stephan Bonnar
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.
Antonio Rodrigo Nogueira vs Dave Herman
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
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
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
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
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
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.
Gleison Tibau vs Francisco Trinaldo
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
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
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
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.
Cristiano Marcello vs Reza Madadi
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.