UFC on FUEL TV: Barao vs McDonald: Predictions & Analysis
UFC on FUEL TV: Barao vs McDonald lands on Saturday, February 16, 2013 in London, England, United Kingdom with 12 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
| Matchup | Pick | Confidence | Prob |
|---|---|---|---|
| Renan Barao vs Michael McDonaldBantamweight | Renan Barao | Toss-up | 53% |
| Cub Swanson vs Dustin PoirierFeatherweight | Cub Swanson | Toss-up | 53% |
| Jimi Manuwa vs Cyrille DiabateLight Heavyweight | Jimi Manuwa | Lean | 62% |
| Gunnar Nelson vs Jorge SantiagoWelterweight | Gunnar Nelson | Strong | 76% |
| James Te Huna vs Ryan JimmoLight Heavyweight | James Te Huna | Toss-up | 53% |
| Che Mills vs Matthew RiddleWelterweight | Matthew Riddle | Confident | 66% |
| Renee Forte vs Terry EtimLightweight | Renee Forte | Lean | 58% |
| Danny Castillo vs Paul SassLightweight | Danny Castillo | Confident | 67% |
| Andy Ogle vs Josh GrispiFeatherweight | Andy Ogle | Lean | 63% |
| Tom Watson vs Stanislav NedkovMiddleweight | Tom Watson | Lean | 58% |
| Vaughan Lee vs Motonobu TezukaBantamweight | Motonobu Tezuka | Lean | 58% |
| Phil Harris vs Ulysses GomezFlyweight | Phil Harris | Strong | 79% |
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Renan Barao vs Michael McDonald
The Bantamweight championship matchup features Renan Barao (9-8) taking on Michael McDonald (6-3). There's a 3-inch height gap favoring McDonald.
McDonald is rated at 1255 — 282 points above Barao's 973. Gaps this large usually mean one fighter has been consistently beating better opponents.
Stylistically this is Barao's all-rounder game against McDonald's knockout artist approach. Barao is comfortable adjusting on the fly, mixing strikes and grappling as openings appear, while McDonald 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. Barao throws significantly more leather — a 1.4 sig. strike per minute gap. McDonald is far more active with takedowns, averaging 1.1 more per 15 minutes. Barao has tighter striking defense, making opponents miss more often.
The Pick: Renan Barao over Michael McDonald. This is essentially a pick'em. The model nudges toward Barao at 53%, but there's almost nothing separating these two.
Cub Swanson vs Dustin Poirier
The Featherweight matchup features Cub Swanson (15-10) taking on Dustin Poirier (22-9).
Poirier is rated at 1779 — 456 points above Swanson's 1323. Gaps this large usually mean one fighter has been consistently beating better opponents.
Stylistically this is Swanson's striker game against Poirier's wrestler approach. Swanson brings a versatile approach, while Poirier 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. Poirier throws significantly more leather — a 0.0 sig. strike per minute gap. Poirier is far more active with takedowns, averaging 0.6 more per 15 minutes. Swanson has tighter striking defense, making opponents miss more often.
The Pick: Cub Swanson over Dustin Poirier. This is essentially a pick'em. The model nudges toward Swanson at 53%, but there's almost nothing separating these two.
Jimi Manuwa vs Cyrille Diabate
The Light Heavyweight matchup features Jimi Manuwa (6-6) taking on Cyrille Diabate (4-4). Diabate is the bigger frame at 6'6" with a 2-inch reach advantage.
Manuwa is rated at 1195 — 332 points above Diabate's 862. Gaps this large usually mean one fighter has been consistently beating better opponents.
Both fighters land in our "Knockout Artist" archetype — precision strikers who sit back, pick their shots, and carry fight-ending power. 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. Manuwa throws significantly more leather — a 0.6 sig. strike per minute gap. Diabate is far more active with takedowns, averaging 1.6 more per 15 minutes. Diabate has tighter striking defense, making opponents miss more often.
The Pick: Jimi Manuwa over Cyrille Diabate. The model gives Manuwa a slight nod at 62% — this could easily go either way.
Gunnar Nelson vs Jorge Santiago
The Welterweight matchup features Gunnar Nelson (10-6) taking on Jorge Santiago (1-5). Santiago is the bigger frame at 6'1" with a 3-inch reach advantage.
Nelson is rated at 1437 — 744 points above Santiago's 693. Gaps this large usually mean one fighter has been consistently beating better opponents.
Stylistically this is Nelson's wrestler game against Santiago's knockout artist approach. Nelson looks to close distance and put the fight on the mat, while Santiago 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. Nelson throws significantly more leather — a 1.2 sig. strike per minute gap. Nelson is far more active with takedowns, averaging 3.5 more per 15 minutes. Nelson has tighter striking defense, making opponents miss more often.
The Pick: Gunnar Nelson over Jorge Santiago. The model is firm on this one: Nelson at 76%.
James Te Huna vs Ryan Jimmo
The Light Heavyweight matchup features James Te Huna (5-5) taking on Ryan Jimmo (3-4).
There's a real Elo separation here: Jimmo at 1007 versus Huna at 924. That 83-point gap typically reflects a meaningful difference in recent quality of competition and results.
The style clash matters here: Huna is patient on the feet, timing counters and loading up when he sees openings, while Jimmo brings a versatile approach. In our database, knockout artists own a 56% win rate against strikers, giving Huna the stylistic edge.
A few statistical edges stand out. Jimmo throws significantly more leather — a 12.2 sig. strike per minute gap. Huna is far more active with takedowns, averaging 3.8 more per 15 minutes. Jimmo has tighter striking defense, making opponents miss more often.
The Pick: James Te Huna over Ryan Jimmo. This is essentially a pick'em. The model nudges toward Huna at 53%, but there's almost nothing separating these two.
Che Mills vs Matthew Riddle
The Welterweight matchup features Che Mills (2-1) taking on Matthew Riddle (7-3).
Mills carries a modest Elo edge (1251 to 1177), the kind of gap that reflects a slightly better run of form rather than a talent chasm.
A few statistical edges stand out. Riddle throws significantly more leather — a 0.5 sig. strike per minute gap. Mills is far more active with takedowns, averaging 0.4 more per 15 minutes. Riddle has tighter striking defense, making opponents miss more often.
The Pick: Matthew Riddle over Che Mills. We're leaning Riddle here at 66%, a solid but not overwhelming edge.
Renee Forte vs Terry Etim
The Lightweight matchup features Renee Forte (1-3) taking on Terry Etim (6-5). Etim is the bigger frame at 6'1" with a 2-inch reach advantage.
Etim is rated at 982 — 171 points above Forte's 811. Gaps this large usually mean one fighter has been consistently beating better opponents.
A few statistical edges stand out. Etim throws significantly more leather — a 0.3 sig. strike per minute gap. Etim is far more active with takedowns, averaging 0.8 more per 15 minutes. Forte has tighter striking defense, making opponents miss more often.
The Pick: Renee Forte over Terry Etim. The model gives Forte a slight nod at 58% — this could easily go either way.
Danny Castillo vs Paul Sass
The Lightweight matchup features Danny Castillo (7-7) taking on Paul Sass (3-2). Sass is the bigger frame at 6'0" with a 2-inch reach advantage.
Sass carries a modest Elo edge (1141 to 1064), the kind of gap that reflects a slightly better run of form rather than a talent chasm.
A few statistical edges stand out. Castillo throws significantly more leather — a 1.8 sig. strike per minute gap. Castillo is far more active with takedowns, averaging 1.8 more per 15 minutes. Sass has tighter striking defense, making opponents miss more often.
The Pick: Danny Castillo over Paul Sass. We're leaning Castillo here at 67%, a solid but not overwhelming edge.
Andy Ogle vs Josh Grispi
The Featherweight matchup features Andy Ogle (1-5) taking on Josh Grispi (0-4). Grispi is the bigger frame at 5'11" with a 5-inch reach advantage.
There's a real Elo separation here: Ogle at 704 versus Grispi at 588. That 116-point gap typically reflects a meaningful difference in recent quality of competition and results.
A few statistical edges stand out. Ogle throws significantly more leather — a 2.4 sig. strike per minute gap. Grispi is far more active with takedowns, averaging 1.9 more per 15 minutes. Ogle has tighter striking defense, making opponents miss more often.
The Pick: Andy Ogle over Josh Grispi. The model gives Ogle a slight nod at 63% — this could easily go either way.
Tom Watson vs Stanislav Nedkov
The Middleweight matchup features Tom Watson (2-5) taking on Stanislav Nedkov (1-2). Watson is the bigger frame at 6'1" with a 2-inch reach advantage.
Watson carries a modest Elo edge (880 to 815), the kind of gap that reflects a slightly better run of form rather than a talent chasm.
A few statistical edges stand out. Watson throws significantly more leather — a 1.4 sig. strike per minute gap. Nedkov is far more active with takedowns, averaging 0.0 more per 15 minutes. Watson has tighter striking defense, making opponents miss more often.
The Pick: Tom Watson over Stanislav Nedkov. The model gives Watson a slight nod at 58% — this could easily go either way.
Vaughan Lee vs Motonobu Tezuka
The Bantamweight matchup features Vaughan Lee (3-5) taking on Motonobu Tezuka (0-2).
Lee is rated at 907 — 176 points above Tezuka's 731. Gaps this large usually mean one fighter has been consistently beating better opponents.
A few statistical edges stand out. Lee throws significantly more leather — a 0.8 sig. strike per minute gap. Lee is far more active with takedowns, averaging 0.7 more per 15 minutes. Lee has tighter striking defense, making opponents miss more often.
The Pick: Motonobu Tezuka over Vaughan Lee. The model gives Tezuka a slight nod at 58% — this could easily go either way.
Phil Harris vs Ulysses Gomez
The Flyweight matchup features Phil Harris (1-3) taking on Ulysses Gomez (0-2).
There's a real Elo separation here: Harris at 792 versus Gomez at 705. That 87-point gap typically reflects a meaningful difference in recent quality of competition and results.
A few statistical edges stand out. Gomez throws significantly more leather — a 3.1 sig. strike per minute gap. Harris is far more active with takedowns, averaging 3.5 more per 15 minutes. Harris has tighter striking defense, making opponents miss more often.
The Pick: Phil Harris over Ulysses Gomez. The model is firm on this one: Harris at 79%.
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.