UFC Fight Night: Edgar vs Swanson: Predictions & Analysis
UFC Fight Night: Edgar vs Swanson lands on Saturday, November 22, 2014 in Austin, Texas, USA 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 |
|---|---|---|---|
| Frankie Edgar vs Cub SwansonFeatherweight | Frankie Edgar | Lean | 62% |
| Edson Barboza vs King GreenLightweight | Edson Barboza | Lean | 57% |
| Chico Camus vs Brad PickettFlyweight | Brad Pickett | Lean | 63% |
| Aleksei Oleinik vs Jared RosholtHeavyweight | Jared Rosholt | Confident | 72% |
| Joseph Benavidez vs Dustin OrtizFlyweight | Joseph Benavidez | Strong | 86% |
| Matt Wiman vs Isaac Vallie-FlaggLightweight | Matt Wiman | Confident | 72% |
| Ruslan Magomedov vs Josh CopelandHeavyweight | Ruslan Magomedov | Strong | 81% |
| Roger Narvaez vs Luke BarnattMiddleweight | Luke Barnatt | Strong | 85% |
| James Vick vs Nick HeinLightweight | James Vick | Confident | 73% |
| Akbarh Arreola vs Yves EdwardsLightweight | Yves Edwards | Toss-up | 54% |
| Paige VanZant vs Kailin CurranWomen's Strawweight | Paige VanZant | Lean | 55% |
| Dooho Choi vs Juan Manuel PuigFeatherweight | Dooho Choi | Lean | 59% |
Fight-by-Fight Breakdown
Frankie Edgar vs Cub Swanson
The Featherweight championship matchup features Frankie Edgar (18-10-1) taking on Cub Swanson (14-10). Swanson is the bigger frame at 5'8" with a 2-inch reach advantage.
Swanson carries a modest Elo edge (1255 to 1185), the kind of gap that reflects a slightly better run of form rather than a talent chasm.
Stylistically this is Edgar's all-rounder game against Swanson's striker approach. Edgar is comfortable adjusting on the fly, mixing strikes and grappling as openings appear, while Swanson brings a versatile approach. Historically these archetypes are dead-even when they collide.
A few statistical edges stand out. Swanson throws significantly more leather — a 0.3 sig. strike per minute gap. Edgar is far more active with takedowns, averaging 1.3 more per 15 minutes. Swanson has tighter striking defense, making opponents miss more often.
The Pick: Frankie Edgar over Cub Swanson. The model gives Edgar a slight nod at 62% — this could easily go either way. The market implies 67% for Edgar, but our model sees only 62%. That 6-point gap favoring Swanson is worth watching.
Edson Barboza vs King Green
The Lightweight matchup features Edson Barboza (18-13) taking on King Green (13-12-1). Barboza will look to use a 4-inch reach edge to control distance.
Green carries a modest Elo edge (1176 to 1142), the kind of gap that reflects a slightly better run of form rather than a talent chasm.
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. Barboza throws significantly more leather — a 0.7 sig. strike per minute gap. Green is far more active with takedowns, averaging 1.2 more per 15 minutes. Green has tighter striking defense, making opponents miss more often.
The Pick: Edson Barboza over King Green. The model gives Barboza a slight nod at 57% — this could easily go either way. Notably, the betting market has Barboza at 51% implied while our model sees 57% — a 6-point disagreement that could signal value.
Chico Camus vs Brad Pickett
The Flyweight matchup features Chico Camus (3-3) taking on Brad Pickett (5-8).
There's a real Elo separation here: Camus at 952 versus Pickett at 834. That 118-point gap typically reflects a meaningful difference in recent quality of competition and results.
Both fighters land in our "All-Rounder" archetype — fighters comfortable everywhere, able to strike or grapple depending on what the opponent gives them. 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. Pickett throws significantly more leather — a 1.6 sig. strike per minute gap. Pickett is far more active with takedowns, averaging 0.9 more per 15 minutes. Camus has tighter striking defense, making opponents miss more often.
The Pick: Brad Pickett over Chico Camus. The model gives Pickett a slight nod at 63% — this could easily go either way. Notably, the betting market has Camus at 33% implied while our model sees 37% — a 4-point disagreement that could signal value.
Aleksei Oleinik vs Jared Rosholt
The Heavyweight matchup features Aleksei Oleinik (9-7) taking on Jared Rosholt (6-1). Oleinik will look to use a 5-inch reach edge to control distance.
There's a real Elo separation here: Rosholt at 1186 versus Oleinik at 1073. That 113-point gap typically reflects a meaningful difference in recent quality of competition and results. Rosholt 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. Oleinik throws significantly more leather — a 1.9 sig. strike per minute gap. Oleinik is far more active with takedowns, averaging 4.8 more per 15 minutes. Rosholt has tighter striking defense, making opponents miss more often.
The Pick: Jared Rosholt over Aleksei Oleinik. We're leaning Rosholt here at 72%, a solid but not overwhelming edge. The market implies 33% for Oleinik, but our model sees only 28%. That 5-point gap favoring Rosholt is worth watching.
Matt Wiman vs Isaac Vallie-Flagg
The Lightweight matchup features Matt Wiman (10-7) taking on Isaac Vallie-Flagg (1-2).
Vallie-Flagg carries a modest Elo edge (939 to 868), the kind of gap that reflects a slightly better run of form rather than a talent chasm.
A few statistical edges stand out. Vallie-Flagg throws significantly more leather — a 0.5 sig. strike per minute gap. Wiman is far more active with takedowns, averaging 1.9 more per 15 minutes. Wiman has tighter striking defense, making opponents miss more often.
The Pick: Matt Wiman over Isaac Vallie-Flagg. We're leaning Wiman here at 72%, a solid but not overwhelming edge. Notably, the betting market has Wiman at 64% implied while our model sees 72% — a 7-point disagreement that could signal value.
Ruslan Magomedov vs Josh Copeland
The Heavyweight matchup features Ruslan Magomedov (2-0) taking on Josh Copeland (0-1).
Magomedov is rated at 1265 — 402 points above Copeland's 863. Gaps this large usually mean one fighter has been consistently beating better opponents.
A few statistical edges stand out. Magomedov throws significantly more leather — a 3.1 sig. strike per minute gap. Copeland is far more active with takedowns, averaging 0.0 more per 15 minutes. Copeland has tighter striking defense, making opponents miss more often.
The Pick: Ruslan Magomedov over Josh Copeland. The model is firm on this one: Magomedov at 81%. Notably, the betting market has Magomedov at 66% implied while our model sees 81% — a 15-point disagreement that could signal value.
Roger Narvaez vs Luke Barnatt
The Middleweight matchup features Roger Narvaez (1-1) taking on Luke Barnatt (3-2).
Barnatt carries a modest Elo edge (962 to 916), the kind of gap that reflects a slightly better run of form rather than a talent chasm.
A few statistical edges stand out. Barnatt throws significantly more leather — a 5.4 sig. strike per minute gap. Barnatt is far more active with takedowns, averaging 0.7 more per 15 minutes. Barnatt has tighter striking defense, making opponents miss more often.
The Pick: Luke Barnatt over Roger Narvaez. The model is firm on this one: Barnatt at 85%. The market implies 27% for Narvaez, but our model sees only 15%. That 12-point gap favoring Barnatt is worth watching.
James Vick vs Nick Hein
The Lightweight matchup features James Vick (9-4) taking on Nick Hein (4-3). Vick is the bigger frame at 6'3" with a 10-inch reach advantage.
Vick is rated at 1026 — 208 points above Hein's 818. Gaps this large usually mean one fighter has been consistently beating better opponents.
Stylistically this is Vick's all-rounder game against Hein's striker approach. Vick is comfortable adjusting on the fly, mixing strikes and grappling as openings appear, while Hein brings a versatile approach. Historically these archetypes are dead-even when they collide.
A few statistical edges stand out. Vick throws significantly more leather — a 1.5 sig. strike per minute gap. Hein is far more active with takedowns, averaging 2.0 more per 15 minutes. Hein has tighter striking defense, making opponents miss more often.
The Pick: James Vick over Nick Hein. We're leaning Vick here at 73%, a solid but not overwhelming edge. Notably, the betting market has Vick at 65% implied while our model sees 73% — a 8-point disagreement that could signal value.
Akbarh Arreola vs Yves Edwards
The Lightweight matchup features Akbarh Arreola (1-2) taking on Yves Edwards (10-9).
Arreola carries a modest Elo edge (875 to 818), the kind of gap that reflects a slightly better run of form rather than a talent chasm.
A few statistical edges stand out. Edwards throws significantly more leather — a 1.4 sig. strike per minute gap. Arreola is far more active with takedowns, averaging 1.4 more per 15 minutes. Edwards has tighter striking defense, making opponents miss more often.
The Pick: Yves Edwards over Akbarh Arreola. This is essentially a pick'em. The model nudges toward Edwards at 54%, but there's almost nothing separating these two. Notably, the betting market has Arreola at 36% implied while our model sees 46% — a 10-point disagreement that could signal value.
Paige VanZant vs Kailin Curran
The Women's Strawweight matchup features Paige VanZant (5-3) taking on Kailin Curran (1-5).
VanZant is rated at 1038 — 303 points above Curran's 736. Gaps this large usually mean one fighter has been consistently beating better opponents.
The style clash matters here: VanZant is comfortable adjusting on the fly, mixing strikes and grappling as openings appear, while Curran looks to close distance and put the fight on the mat. In our database, wrestlers own a 59% win rate against all-rounders, giving Curran the stylistic edge.
A few statistical edges stand out. Curran throws significantly more leather — a 0.0 sig. strike per minute gap. Curran is far more active with takedowns, averaging 0.0 more per 15 minutes. Curran has tighter striking defense, making opponents miss more often.
The Pick: Paige VanZant over Kailin Curran. The model gives VanZant a slight nod at 55% — this could easily go either way. The market implies 58% for VanZant, but our model sees only 55%. That 3-point gap favoring Curran is worth watching.
Dooho Choi vs Juan Manuel Puig
The Featherweight matchup features Dooho Choi (4-3-1) taking on Juan Manuel Puig (0-1).
Choi is rated at 1314 — 500 points above Puig's 814. Gaps this large usually mean one fighter has been consistently beating better opponents.
A few statistical edges stand out. Puig throws significantly more leather — a 5.5 sig. strike per minute gap. Puig is far more active with takedowns, averaging 0.0 more per 15 minutes. Choi has tighter striking defense, making opponents miss more often.
The Pick: Dooho Choi over Juan Manuel Puig. The model gives Choi a slight nod at 59% — 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.