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 | Toss-up | 54% |
| Jon Fitch vs Erick SilvaWelterweight | Jon Fitch | Lean | 63% |
| Phil Davis vs Wagner PradoLight Heavyweight | Phil Davis | Strong | 81% |
| Demian Maia vs Rick StoryWelterweight | Rick Story | Toss-up | 54% |
| Rony Jason vs Sam SiciliaFeatherweight | Rony Jason | Confident | 65% |
| Gleison Tibau vs Francisco TrinaldoLightweight | Gleison Tibau | Confident | 70% |
| Diego Brandao vs Joey GambinoFeatherweight | Diego Brandao | Confident | 68% |
| Sergio Moraes vs Renee ForteWelterweight | Renee Forte | Toss-up | 51% |
| Chris Camozzi vs Luiz CaneMiddleweight | Chris Camozzi | Confident | 72% |
| Cristiano Marcello vs Reza MadadiLightweight | Cristiano Marcello | Lean | 58% |
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Bet Now on DraftKingsFight-by-Fight Breakdown
Anderson Silva vs Stephan Bonnar
The Light Heavyweight matchup features Anderson Silva (17-7) taking on Stephan Bonnar (8-7). Bonnar is the bigger frame at 6'4" with a 2-inch reach advantage.
There's a real Elo separation here: Silva at 1361 versus Bonnar at 1244. That 118-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 (5-6) taking on Dave Herman (1-4).
Nogueira is rated at 1116 — 238 points above Herman's 878. 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 (16-7) taking on Fabio Maldonado (5-6).
Teixeira is rated at 1677 — 582 points above Maldonado's 1095. 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. This is essentially a pick'em. The model nudges toward Teixeira at 54%, but there's almost nothing separating these two.
Jon Fitch vs Erick Silva
The Welterweight matchup features Jon Fitch (14-3-1) taking on Erick Silva (7-8).
Fitch is rated at 1527 — 466 points above Silva's 1061. 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. The model gives Fitch a slight nod at 63% — this could easily go either way.
Phil Davis vs Wagner Prado
The Light Heavyweight matchup features Phil Davis (9-3) taking on Wagner Prado (0-2). Davis is the bigger frame at 6'2" with a 5-inch reach advantage.
Davis is rated at 1549 — 727 points above Prado's 822. 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. The model is firm on this one: Davis at 81%.
Demian Maia vs Rick Story
The Welterweight matchup features Demian Maia (22-11) taking on Rick Story (12-7). There's a 4-inch height gap favoring Maia.
Maia carries a modest Elo edge (1506 to 1428), the kind of gap that reflects a slightly better run of form rather than a talent chasm. 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: Rick Story over Demian Maia. This is essentially a pick'em. The model nudges toward Story at 54%, but there's almost nothing separating these two.
Rony Jason vs Sam Sicilia
The Featherweight matchup features Rony Jason (4-4) taking on Sam Sicilia (5-7). Jason will look to use a 6-inch reach edge to control distance.
Jason is rated at 1049 — 210 points above Sicilia's 838. 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 58% 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. We're leaning Jason here at 65%, a solid but not overwhelming edge.
Gleison Tibau vs Francisco Trinaldo
The Lightweight matchup features Gleison Tibau (16-12) taking on Francisco Trinaldo (18-8).
Trinaldo is rated at 1423 — 259 points above Tibau's 1163. 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 58% 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 70%, a solid but not overwhelming edge.
Diego Brandao vs Joey Gambino
The Featherweight matchup features Diego Brandao (6-4) taking on Joey Gambino (0-2).
Brandao is rated at 1206 — 346 points above Gambino's 860. 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. We're leaning Brandao here at 68%, a solid but not overwhelming edge.
Sergio Moraes vs Renee Forte
The Welterweight matchup features Sergio Moraes (8-5-1) taking on Renee Forte (1-3). There's a 5-inch height gap favoring Moraes.
Moraes is rated at 1267 — 456 points above Forte's 811. 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: Renee Forte over Sergio Moraes. This is essentially a pick'em. The model nudges toward Forte at 51%, but there's almost nothing separating these two.
Chris Camozzi vs Luiz Cane
The Middleweight matchup features Chris Camozzi (9-10) taking on Luiz Cane (4-5).
There's a real Elo separation here: Camozzi at 1038 versus Cane at 925. That 112-point gap typically reflects a meaningful difference in recent quality of competition and results.
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 72%, a solid but not overwhelming edge.
Cristiano Marcello vs Reza Madadi
The Lightweight matchup features Cristiano Marcello (1-3) taking on Reza Madadi (3-4).
Madadi is rated at 1096 — 292 points above Marcello's 804. 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: Cristiano Marcello over Reza Madadi. The model gives Marcello a slight nod at 58% — 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.