UFC 306: Riyadh Season Noche UFC: Predictions & Analysis
UFC 306: Riyadh Season Noche UFC lands on Saturday, September 14, 2024 in Las Vegas, Nevada, USA with 10 bouts on the card. The card is headlined by 2 title bouts. 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 |
|---|---|---|---|
| Merab Dvalishvili vs Sean O'MalleyBantamweight | Merab Dvalishvili | Toss-up | 53% |
| Valentina Shevchenko vs Alexa GrassoWomen's Flyweight | Alexa Grasso | Toss-up | 52% |
| Diego Lopes vs Brian OrtegaFeatherweight | Diego Lopes | Lean | 64% |
| Esteban Ribovics vs Daniel ZellhuberLightweight | Daniel Zellhuber | Lean | 63% |
| Ronaldo Rodriguez vs Ode OsbourneFlyweight | Ronaldo Rodriguez | Lean | 61% |
| Norma Dumont vs Irene AldanaWomen's Bantamweight | Norma Dumont | Lean | 55% |
| Ignacio Bahamondes vs Manuel TorresLightweight | Manuel Torres | Toss-up | 54% |
| Ketlen Souza vs Yazmin JaureguiWomen's Strawweight | Yazmin Jauregui | Strong | 78% |
| Joshua Van vs Edgar ChairezFlyweight | Joshua Van | Confident | 70% |
| Raul Rosas Jr. vs AoriqilengBantamweight | Raul Rosas Jr. | Lean | 60% |
Like these picks? Bet on DraftKings
Place your bets on the fights above at DraftKings Sportsbook
Bet Now on DraftKingsFight-by-Fight Breakdown
Merab Dvalishvili vs Sean O'Malley
The Bantamweight championship matchup features Merab Dvalishvili (14-3) taking on Sean O'Malley (11-3). O'Malley is the bigger frame at 5'11" with a 4-inch reach advantage.
There's a real Elo separation here: Dvalishvili at 1939 versus O'Malley at 1828. That 112-point gap typically reflects a meaningful difference in recent quality of competition and results. Dvalishvili rides a 14-fight win streak into this one.
Stylistically this is Dvalishvili's wrestler game against O'Malley's striker approach. Dvalishvili looks to close distance and put the fight on the mat, while O'Malley brings a versatile approach. Historically these archetypes are dead-even when they collide.
A few statistical edges stand out. O'Malley throws significantly more leather — a 1.6 sig. strike per minute gap. Dvalishvili is far more active with takedowns, averaging 4.7 more per 15 minutes. O'Malley has tighter striking defense, making opponents miss more often.
The Pick: Merab Dvalishvili over Sean O'Malley. This is essentially a pick'em. The model nudges toward Dvalishvili at 53%, but there's almost nothing separating these two. Notably, the betting market has Dvalishvili at 49% implied while our model sees 53% — a 5-point disagreement that could signal value.
Valentina Shevchenko vs Alexa Grasso
The Women's Flyweight championship matchup features Valentina Shevchenko (15-3-1) taking on Alexa Grasso (9-5-1).
Shevchenko is rated at 1807 — 205 points above Grasso's 1602. Gaps this large usually mean one fighter has been consistently beating better opponents.
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. Grasso throws significantly more leather — a 0.1 sig. strike per minute gap. Shevchenko is far more active with takedowns, averaging 2.7 more per 15 minutes. Shevchenko has tighter striking defense, making opponents miss more often.
The Pick: Alexa Grasso over Valentina Shevchenko. This is essentially a pick'em. The model nudges toward Grasso at 52%, but there's almost nothing separating these two. The market and our model are aligned — the line looks fair.
Diego Lopes vs Brian Ortega
The Featherweight matchup features Diego Lopes (6-3) taking on Brian Ortega (8-5). Lopes is the bigger frame at 5'11" with a 3-inch reach advantage.
There's a real Elo separation here: Lopes at 1762 versus Ortega at 1653. That 109-point gap typically reflects a meaningful difference in recent quality of competition and results.
Stylistically this is Lopes's knockout artist game against Ortega's all-rounder approach. Lopes is patient on the feet, timing counters and loading up when he sees openings, while Ortega 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. Ortega throws significantly more leather — a 0.8 sig. strike per minute gap. Ortega is far more active with takedowns, averaging 1.5 more per 15 minutes. Ortega has tighter striking defense, making opponents miss more often.
The Pick: Diego Lopes over Brian Ortega. The model gives Lopes a slight nod at 64% — this could easily go either way. The market and our model are aligned — the line looks fair.
Esteban Ribovics vs Daniel Zellhuber
The Lightweight matchup features Esteban Ribovics (4-2) taking on Daniel Zellhuber (3-4). Zellhuber is the bigger frame at 6'1" with a 8-inch reach advantage.
Ribovics is rated at 1392 — 283 points above Zellhuber's 1109. Gaps this large usually mean one fighter has been consistently beating better opponents.
Stylistically this is Ribovics's striker game against Zellhuber's all-rounder approach. Ribovics brings a versatile approach, while Zellhuber 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. Ribovics throws significantly more leather — a 0.7 sig. strike per minute gap. Ribovics is far more active with takedowns, averaging 1.0 more per 15 minutes. Zellhuber has tighter striking defense, making opponents miss more often.
The Pick: Daniel Zellhuber over Esteban Ribovics. The model gives Zellhuber a slight nod at 63% — this could easily go either way. The market and our model are aligned — the line looks fair.
Ronaldo Rodriguez vs Ode Osbourne
The Flyweight matchup features Ronaldo Rodriguez (2-1) taking on Ode Osbourne (5-8). Osbourne will look to use a 8-inch reach edge to control distance.
The Elo gap here is razor-thin — Rodriguez at 901, Osbourne at 908. On paper, this is as close to a coin flip as it gets.
A few statistical edges stand out. Rodriguez throws significantly more leather — a 0.8 sig. strike per minute gap. Osbourne is far more active with takedowns, averaging 1.4 more per 15 minutes. Osbourne has tighter striking defense, making opponents miss more often.
The Pick: Ronaldo Rodriguez over Ode Osbourne. The model gives Rodriguez a slight nod at 61% — this could easily go either way. The market implies 64% for Rodriguez, but our model sees only 61%. That 3-point gap favoring Osbourne is worth watching.
Norma Dumont vs Irene Aldana
The Women's Bantamweight matchup features Norma Dumont (9-2) taking on Irene Aldana (8-6).
Dumont is rated at 1615 — 205 points above Aldana's 1411. Gaps this large usually mean one fighter has been consistently beating better opponents. Dumont rides a 5-fight win streak into this one.
Stylistically this is Dumont's striker game against Aldana's all-rounder approach. Dumont brings a versatile approach, while Aldana 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. Aldana throws significantly more leather — a 1.6 sig. strike per minute gap. Dumont is far more active with takedowns, averaging 2.4 more per 15 minutes. Dumont has tighter striking defense, making opponents miss more often.
The Pick: Norma Dumont over Irene Aldana. The model gives Dumont a slight nod at 55% — this could easily go either way. The market and our model are aligned — the line looks fair.
Ignacio Bahamondes vs Manuel Torres
The Lightweight matchup features Ignacio Bahamondes (6-4) taking on Manuel Torres (5-1). Bahamondes is the bigger frame at 6'3" with a 2-inch reach advantage.
Torres is rated at 1559 — 221 points above Bahamondes's 1338. Gaps this large usually mean one fighter has been consistently beating better opponents.
Stylistically this is Bahamondes's all-rounder game against Torres's knockout artist approach. Bahamondes is comfortable adjusting on the fly, mixing strikes and grappling as openings appear, while Torres 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. Torres throws significantly more leather — a 0.2 sig. strike per minute gap. Torres is far more active with takedowns, averaging 4.3 more per 15 minutes. Bahamondes has tighter striking defense, making opponents miss more often.
The Pick: Manuel Torres over Ignacio Bahamondes. This is essentially a pick'em. The model nudges toward Torres at 54%, but there's almost nothing separating these two. The market and our model are aligned — the line looks fair.
Ketlen Souza vs Yazmin Jauregui
The Women's Strawweight matchup features Ketlen Souza (3-3) taking on Yazmin Jauregui (3-2).
Souza is rated at 1155 — 177 points above Jauregui's 978. Gaps this large usually mean one fighter has been consistently beating better opponents.
A few statistical edges stand out. Jauregui throws significantly more leather — a 1.5 sig. strike per minute gap. Souza is far more active with takedowns, averaging 0.9 more per 15 minutes. Souza has tighter striking defense, making opponents miss more often.
The Pick: Yazmin Jauregui over Ketlen Souza. The model is firm on this one: Jauregui at 78%. The market and our model are aligned — the line looks fair.
Joshua Van vs Edgar Chairez
The Flyweight matchup features Joshua Van (9-1) taking on Edgar Chairez (3-2). Chairez is the bigger frame at 5'7" with a 6-inch reach advantage.
Van is rated at 1687 — 588 points above Chairez's 1099. Gaps this large usually mean one fighter has been consistently beating better opponents. Van rides a 5-fight win streak into this one.
A few statistical edges stand out. Van throws significantly more leather — a 6.4 sig. strike per minute gap. Van is far more active with takedowns, averaging 1.2 more per 15 minutes. Van has tighter striking defense, making opponents miss more often.
The Pick: Joshua Van over Edgar Chairez. We're leaning Van here at 70%, a solid but not overwhelming edge. The market and our model are aligned — the line looks fair.
Raul Rosas Jr. vs Aoriqileng
The Bantamweight matchup features Raul Rosas Jr. (6-1) taking on Aoriqileng (4-4).
Jr. is rated at 1437 — 301 points above Aoriqileng's 1137. Gaps this large usually mean one fighter has been consistently beating better opponents. Jr. rides a 4-fight win streak into this one.
Stylistically this is Jr.'s wrestler game against Aoriqileng's striker approach. Jr. looks to close distance and put the fight on the mat, while Aoriqileng brings a versatile approach. Historically these archetypes are dead-even when they collide.
A few statistical edges stand out. Aoriqileng throws significantly more leather — a 3.8 sig. strike per minute gap. Jr. is far more active with takedowns, averaging 4.1 more per 15 minutes. Jr. has tighter striking defense, making opponents miss more often.
The Pick: Raul Rosas Jr. over Aoriqileng. The model gives Jr. a slight nod at 60% — 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.