UFC Fight Night: Covington vs. Buckley: Predictions & Analysis
UFC Fight Night: Covington vs. Buckley lands on Saturday, December 14, 2024 in Tampa, Florida, USA with 13 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 |
|---|---|---|---|
| Joaquin Buckley vs Colby CovingtonWelterweight | Joaquin Buckley | Strong | 76% |
| Cub Swanson vs Billy QuarantilloFeatherweight | Cub Swanson | Toss-up | 52% |
| Manel Kape vs Bruno SilvaFlyweight | Manel Kape | Lean | 55% |
| Dustin Jacoby vs Vitor PetrinoLight Heavyweight | Vitor Petrino | Confident | 74% |
| Daniel Marcos vs Adrian YanezBantamweight | Daniel Marcos | Confident | 69% |
| Navajo Stirling vs Tuco TokkosLight Heavyweight | Navajo Stirling | Strong | 88% |
| Michael Johnson vs Ottman AzaitarLightweight | Michael Johnson | Confident | 73% |
| Joel Alvarez vs Drakkar KloseLightweight | Joel Alvarez | Strong | 87% |
| Sean Woodson vs Fernando PadillaFeatherweight | Sean Woodson | Lean | 60% |
| Felipe Lima vs Miles JohnsFeatherweight | Felipe Lima | Confident | 72% |
| Miranda Maverick vs Jamey-Lyn HorthWomen's Flyweight | Miranda Maverick | Strong | 91% |
| Davey Grant vs Ramon TaverasBantamweight | Ramon Taveras | Lean | 58% |
| Piera Rodriguez vs Josefine KnutssonWomen's Strawweight | Josefine Knutsson | Lean | 55% |
Like these picks? Bet on DraftKings
Place your bets on the fights above at DraftKings Sportsbook
Bet Now on DraftKingsFight-by-Fight Breakdown
Joaquin Buckley vs Colby Covington
The Welterweight matchup features Joaquin Buckley (11-5) taking on Colby Covington (12-5). Buckley will look to use a 4-inch reach edge to control distance.
The Elo gap here is razor-thin — Buckley at 1750, Covington at 1724. On paper, this is as close to a coin flip as it gets.
Stylistically this is Buckley's striker game against Covington's wrestler approach. Buckley brings a versatile approach, while Covington 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. Buckley throws significantly more leather — a 0.6 sig. strike per minute gap. Buckley is far more active with takedowns, averaging 1.6 more per 15 minutes. Buckley has tighter striking defense, making opponents miss more often.
The Pick: Joaquin Buckley over Colby Covington. The model is firm on this one: Buckley at 76%. Notably, the betting market has Buckley at 65% implied while our model sees 76% — a 11-point disagreement that could signal value.
Cub Swanson vs Billy Quarantillo
The Featherweight matchup features Cub Swanson (15-10) taking on Billy Quarantillo (6-5).
Swanson is rated at 1323 — 274 points above Quarantillo's 1049. Gaps this large usually mean one fighter has been consistently beating better opponents.
Stylistically this is Swanson's striker game against Quarantillo's all-rounder approach. Swanson brings a versatile approach, while Quarantillo is comfortable adjusting on the fly, mixing strikes and grappling as openings appear. Historically these archetypes are dead-even when they collide.
A few statistical edges stand out. Quarantillo throws significantly more leather — a 2.8 sig. strike per minute gap. Swanson is far more active with takedowns, averaging 0.1 more per 15 minutes. Swanson has tighter striking defense, making opponents miss more often.
The Pick: Cub Swanson over Billy Quarantillo. This is essentially a pick'em. The model nudges toward Swanson at 52%, but there's almost nothing separating these two. Notably, the betting market has Swanson at 37% implied while our model sees 52% — a 14-point disagreement that could signal value.
Manel Kape vs Bruno Silva
The Flyweight matchup features Manel Kape (7-3) taking on Bruno Silva (5-5). Kape will look to use a 3-inch reach edge to control distance.
Kape is rated at 1644 — 486 points above Silva's 1157. 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. Kape throws significantly more leather — a 0.8 sig. strike per minute gap. Silva is far more active with takedowns, averaging 1.7 more per 15 minutes. Kape has tighter striking defense, making opponents miss more often.
The Pick: Manel Kape over Bruno Silva. The model gives Kape a slight nod at 55% — this could easily go either way.
Dustin Jacoby vs Vitor Petrino
The Light Heavyweight matchup features Dustin Jacoby (10-6-1) taking on Vitor Petrino (7-2).
There's a real Elo separation here: Jacoby at 1411 versus Petrino at 1313. That 98-point gap typically reflects a meaningful difference in recent quality of competition and results.
Stylistically this is Jacoby's striker game against Petrino's wrestler approach. Jacoby brings a versatile approach, while Petrino 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. Jacoby throws significantly more leather — a 3.6 sig. strike per minute gap. Petrino is far more active with takedowns, averaging 4.3 more per 15 minutes. Jacoby has tighter striking defense, making opponents miss more often.
The Pick: Vitor Petrino over Dustin Jacoby. We're leaning Petrino here at 74%, a solid but not overwhelming edge. The market and our model are aligned — the line looks fair.
Daniel Marcos vs Adrian Yanez
The Bantamweight matchup features Daniel Marcos (5-1) taking on Adrian Yanez (6-3-1).
Marcos is rated at 1452 — 165 points above Yanez's 1287. Gaps this large usually mean one fighter has been consistently beating better opponents.
Both fighters land in our "Striker" archetype — fighters with a well-rounded skill set. 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. Yanez throws significantly more leather — a 0.6 sig. strike per minute gap. Marcos is far more active with takedowns, averaging 0.3 more per 15 minutes. Marcos has tighter striking defense, making opponents miss more often.
The Pick: Daniel Marcos over Adrian Yanez. We're leaning Marcos here at 69%, a solid but not overwhelming edge. The market and our model are aligned — the line looks fair.
Michael Johnson vs Ottman Azaitar
The Lightweight matchup features Michael Johnson (16-16) taking on Ottman Azaitar (2-3). Johnson is the bigger frame at 5'10" with a 2-inch reach advantage.
Johnson is rated at 1155 — 327 points above Azaitar's 828. Gaps this large usually mean one fighter has been consistently beating better opponents. Johnson rides a 3-fight win streak into this one.
A few statistical edges stand out. Azaitar throws significantly more leather — a 1.2 sig. strike per minute gap. Johnson is far more active with takedowns, averaging 1.3 more per 15 minutes. Johnson has tighter striking defense, making opponents miss more often.
The Pick: Michael Johnson over Ottman Azaitar. We're leaning Johnson here at 73%, a solid but not overwhelming edge. Notably, the betting market has Johnson at 68% implied while our model sees 73% — a 5-point disagreement that could signal value.
Joel Alvarez vs Drakkar Klose
The Lightweight matchup features Joel Alvarez (8-2) taking on Drakkar Klose (10-3). Alvarez is the bigger frame at 6'3" with a 7-inch reach advantage.
Alvarez is rated at 1662 — 189 points above Klose's 1473. Gaps this large usually mean one fighter has been consistently beating better opponents. Alvarez rides a 3-fight win streak into this one.
The style clash matters here: Alvarez is patient on the feet, timing counters and loading up when he sees openings, while Klose brings a versatile approach. In our database, knockout artists own a 56% win rate against strikers, giving Alvarez the stylistic edge.
A few statistical edges stand out. Alvarez throws significantly more leather — a 0.1 sig. strike per minute gap. Klose is far more active with takedowns, averaging 1.4 more per 15 minutes. Alvarez has tighter striking defense, making opponents miss more often.
The Pick: Joel Alvarez over Drakkar Klose. The model is firm on this one: Alvarez at 87%. Notably, the betting market has Alvarez at 81% implied while our model sees 87% — a 6-point disagreement that could signal value.
Sean Woodson vs Fernando Padilla
The Featherweight matchup features Sean Woodson (7-2-1) taking on Fernando Padilla (2-2).
Woodson is rated at 1294 — 207 points above Padilla's 1088. Gaps this large usually mean one fighter has been consistently beating better opponents. Woodson rides a 4-fight win streak into this one.
A few statistical edges stand out. Padilla throws significantly more leather — a 0.7 sig. strike per minute gap. Woodson is far more active with takedowns, averaging 1.2 more per 15 minutes. Woodson has tighter striking defense, making opponents miss more often.
The Pick: Sean Woodson over Fernando Padilla. The model gives Woodson a slight nod at 60% — this could easily go either way. The market and our model are aligned — the line looks fair.
Felipe Lima vs Miles Johns
The Featherweight matchup features Felipe Lima (2-1) taking on Miles Johns (6-5).
There's a real Elo separation here: Lima at 1232 versus Johns at 1121. That 112-point gap typically reflects a meaningful difference in recent quality of competition and results.
A few statistical edges stand out. Lima throws significantly more leather — a 0.6 sig. strike per minute gap. Lima is far more active with takedowns, averaging 0.3 more per 15 minutes. Johns has tighter striking defense, making opponents miss more often.
The Pick: Felipe Lima over Miles Johns. We're leaning Lima here at 72%, a solid but not overwhelming edge. The market and our model are aligned — the line looks fair.
Miranda Maverick vs Jamey-Lyn Horth
The Women's Flyweight matchup features Miranda Maverick (8-4) taking on Jamey-Lyn Horth (4-2). There's a 4-inch height gap favoring Horth.
There's a real Elo separation here: Maverick at 1318 versus Horth at 1191. That 127-point gap typically reflects a meaningful difference in recent quality of competition and results. Maverick rides a 4-fight win streak into this one.
The style clash matters here: Maverick looks to close distance and put the fight on the mat, while Horth 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 Maverick the stylistic edge.
A few statistical edges stand out. Maverick throws significantly more leather — a 0.3 sig. strike per minute gap. Maverick is far more active with takedowns, averaging 1.7 more per 15 minutes. Maverick has tighter striking defense, making opponents miss more often.
The Pick: Miranda Maverick over Jamey-Lyn Horth. The model is firm on this one: Maverick at 91%. Notably, the betting market has Maverick at 86% implied while our model sees 91% — a 6-point disagreement that could signal value.
Davey Grant vs Ramon Taveras
The Bantamweight matchup features Davey Grant (8-7) taking on Ramon Taveras (1-2).
Grant is rated at 1291 — 406 points above Taveras's 885. Gaps this large usually mean one fighter has been consistently beating better opponents.
A few statistical edges stand out. Grant throws significantly more leather — a 1.5 sig. strike per minute gap. Grant is far more active with takedowns, averaging 0.2 more per 15 minutes. Taveras has tighter striking defense, making opponents miss more often.
The Pick: Ramon Taveras over Davey Grant. The model gives Taveras a slight nod at 58% — this could easily go either way. The market implies 49% for Grant, but our model sees only 42%. That 7-point gap favoring Taveras is worth watching.
Piera Rodriguez vs Josefine Knutsson
The Women's Strawweight matchup features Piera Rodriguez (5-2) taking on Josefine Knutsson (2-1). Rodriguez will look to use a 3-inch reach edge to control distance.
Rodriguez is rated at 1345 — 327 points above Knutsson's 1019. Gaps this large usually mean one fighter has been consistently beating better opponents.
A few statistical edges stand out. Knutsson throws significantly more leather — a 2.9 sig. strike per minute gap. Rodriguez is far more active with takedowns, averaging 1.6 more per 15 minutes. Rodriguez has tighter striking defense, making opponents miss more often.
The Pick: Josefine Knutsson over Piera Rodriguez. The model gives Knutsson a slight nod at 55% — 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.