UFC Fight Night: McDonald vs. Lineker: Predictions & Analysis
UFC Fight Night: McDonald vs. Lineker lands on Wednesday, July 13, 2016 in Sioux Falls, South Dakota, USA 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 |
|---|---|---|---|
| John Lineker vs Michael McDonaldBantamweight | John Lineker | Confident | 67% |
| Tony Ferguson vs Lando VannataLightweight | Tony Ferguson | Strong | 84% |
| Tim Boetsch vs Josh SammanMiddleweight | Josh Samman | Lean | 62% |
| Daniel Omielanczuk vs Aleksei OleinikHeavyweight | Aleksei Oleinik | Lean | 60% |
| Keita Nakamura vs Kyle NokeWelterweight | Kyle Noke | Toss-up | 52% |
| Louis Smolka vs Ben NguyenFlyweight | Ben Nguyen | Toss-up | 52% |
| Katlyn Cerminara vs Lauren MurphyWomen's Bantamweight | Katlyn Cerminara | Toss-up | 53% |
| Sam Alvey vs Eric SpicelyMiddleweight | Sam Alvey | Confident | 70% |
| Cortney Casey vs Cristina StanciuWomen's Strawweight | Cortney Casey | Toss-up | 55% |
| Scott Holtzman vs Cody PfisterLightweight | Scott Holtzman | Confident | 71% |
| Rani Yahya vs Matthew LopezBantamweight | Matthew Lopez | Lean | 61% |
| Alex Nicholson vs Devin ClarkMiddleweight | Devin Clark | Lean | 65% |
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John Lineker vs Michael McDonald
The Bantamweight matchup features John Lineker (12-4) taking on Michael McDonald (6-3). McDonald is the bigger frame at 5'9" with a 3-inch reach advantage.
Lineker is rated at 1549 — 294 points above McDonald's 1255. 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. Lineker throws significantly more leather — a 2.6 sig. strike per minute gap. Lineker is far more active with takedowns, averaging 0.7 more per 15 minutes. McDonald has tighter striking defense, making opponents miss more often.
The Pick: John Lineker over Michael McDonald. We're leaning Lineker here at 67%, a solid but not overwhelming edge. Notably, the betting market has Lineker at 60% implied while our model sees 67% — a 7-point disagreement that could signal value.
Tony Ferguson vs Lando Vannata
The Lightweight matchup features Tony Ferguson (15-9) taking on Lando Vannata (4-8-2). Ferguson is the bigger frame at 5'11" with a 5-inch reach advantage.
Ferguson is rated at 1255 — 398 points above Vannata's 857. Gaps this large usually mean one fighter has been consistently beating better opponents.
The style clash matters here: Ferguson looks to close distance and put the fight on the mat, while Vannata 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 Ferguson the stylistic edge.
A few statistical edges stand out. Ferguson throws significantly more leather — a 4.0 sig. strike per minute gap. Ferguson is far more active with takedowns, averaging 0.6 more per 15 minutes. Vannata has tighter striking defense, making opponents miss more often.
The Pick: Tony Ferguson over Lando Vannata. The model is firm on this one: Ferguson at 84%. The market and our model are aligned — the line looks fair.
Tim Boetsch vs Josh Samman
The Middleweight matchup features Tim Boetsch (12-12) taking on Josh Samman (3-2). Samman is the bigger frame at 6'3" with a 5-inch reach advantage.
Boetsch is rated at 1280 — 197 points above Samman's 1083. Gaps this large usually mean one fighter has been consistently beating better opponents.
A few statistical edges stand out. Boetsch throws significantly more leather — a 0.6 sig. strike per minute gap. Samman is far more active with takedowns, averaging 0.8 more per 15 minutes. Boetsch has tighter striking defense, making opponents miss more often.
The Pick: Josh Samman over Tim Boetsch. The model gives Samman a slight nod at 62% — this could easily go either way. Notably, the betting market has Boetsch at 33% implied while our model sees 38% — a 4-point disagreement that could signal value.
Daniel Omielanczuk vs Aleksei Oleinik
The Heavyweight matchup features Daniel Omielanczuk (4-5) taking on Aleksei Oleinik (9-8). Oleinik is the bigger frame at 6'2" with a 6-inch reach advantage.
Oleinik is rated at 1176 — 171 points above Omielanczuk's 1005. Gaps this large usually mean one fighter has been consistently beating better opponents.
The style clash matters here: Omielanczuk is comfortable adjusting on the fly, mixing strikes and grappling as openings appear, while Oleinik looks to close distance and put the fight on the mat. In our database, wrestlers own a 58% win rate against all-rounders, giving Oleinik the stylistic edge.
A few statistical edges stand out. Oleinik throws significantly more leather — a 0.7 sig. strike per minute gap. Oleinik is far more active with takedowns, averaging 1.8 more per 15 minutes. Oleinik has tighter striking defense, making opponents miss more often.
The Pick: Aleksei Oleinik over Daniel Omielanczuk. The model gives Oleinik a slight nod at 60% — this could easily go either way. Notably, the betting market has Omielanczuk at 36% implied while our model sees 40% — a 4-point disagreement that could signal value.
Keita Nakamura vs Kyle Noke
The Welterweight matchup features Keita Nakamura (4-7) taking on Kyle Noke (6-6). Noke is the bigger frame at 6'1" with a 3-inch reach advantage.
There's a real Elo separation here: Nakamura at 1039 versus Noke at 942. That 97-point gap typically reflects a meaningful difference in recent quality of competition and results.
The style clash matters here: Nakamura looks to close distance and put the fight on the mat, while Noke 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 Nakamura the stylistic edge.
A few statistical edges stand out. Noke throws significantly more leather — a 1.5 sig. strike per minute gap. Nakamura is far more active with takedowns, averaging 1.6 more per 15 minutes. Noke has tighter striking defense, making opponents miss more often.
The Pick: Kyle Noke over Keita Nakamura. This is essentially a pick'em. The model nudges toward Noke at 52%, but there's almost nothing separating these two. Notably, the betting market has Nakamura at 39% implied while our model sees 48% — a 9-point disagreement that could signal value.
Louis Smolka vs Ben Nguyen
The Flyweight matchup features Louis Smolka (8-9) taking on Ben Nguyen (4-3). Smolka is the bigger frame at 5'9" with a 3-inch reach advantage.
There's a real Elo separation here: Nguyen at 1099 versus Smolka at 951. That 148-point gap typically reflects a meaningful difference in recent quality of competition and results.
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. Nguyen throws significantly more leather — a 0.6 sig. strike per minute gap. Smolka is far more active with takedowns, averaging 1.9 more per 15 minutes. Nguyen has tighter striking defense, making opponents miss more often.
The Pick: Ben Nguyen over Louis Smolka. This is essentially a pick'em. The model nudges toward Nguyen at 52%, but there's almost nothing separating these two. The market and our model are aligned — the line looks fair.
Katlyn Cerminara vs Lauren Murphy
The Women's Bantamweight matchup features Katlyn Cerminara (11-6) taking on Lauren Murphy (8-7). There's a 4-inch height gap favoring Cerminara.
There's a real Elo separation here: Cerminara at 1356 versus Murphy at 1242. That 114-point gap typically reflects a meaningful difference in recent quality of competition and results.
Stylistically this is Cerminara's striker game against Murphy's all-rounder approach. Cerminara brings a versatile approach, while Murphy 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. Murphy throws significantly more leather — a 4.2 sig. strike per minute gap. Murphy is far more active with takedowns, averaging 1.0 more per 15 minutes. Cerminara has tighter striking defense, making opponents miss more often.
The Pick: Katlyn Cerminara over Lauren Murphy. This is essentially a pick'em. The model nudges toward Cerminara at 53%, but there's almost nothing separating these two.
Sam Alvey vs Eric Spicely
The Middleweight matchup features Sam Alvey (10-13-1) taking on Eric Spicely (2-5).
There's a real Elo separation here: Alvey at 862 versus Spicely at 717. That 145-point gap typically reflects a meaningful difference in recent quality of competition and results.
Stylistically this is Alvey's striker game against Spicely's wrestler approach. Alvey brings a versatile approach, while Spicely 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. Alvey throws significantly more leather — a 1.9 sig. strike per minute gap. Spicely is far more active with takedowns, averaging 0.0 more per 15 minutes. Spicely has tighter striking defense, making opponents miss more often.
The Pick: Sam Alvey over Eric Spicely. We're leaning Alvey here at 70%, a solid but not overwhelming edge. The market and our model are aligned — the line looks fair.
Cortney Casey vs Cristina Stanciu
The Women's Strawweight matchup features Cortney Casey (6-9) taking on Cristina Stanciu (0-2).
Casey is rated at 956 — 339 points above Stanciu's 617. Gaps this large usually mean one fighter has been consistently beating better opponents.
A few statistical edges stand out. Casey throws significantly more leather — a 1.9 sig. strike per minute gap. Stanciu is far more active with takedowns, averaging 1.0 more per 15 minutes. Stanciu has tighter striking defense, making opponents miss more often.
The Pick: Cortney Casey over Cristina Stanciu. This is essentially a pick'em. The model nudges toward Casey at 55%, but there's almost nothing separating these two. Notably, the betting market has Casey at 41% implied while our model sees 55% — a 14-point disagreement that could signal value.
Scott Holtzman vs Cody Pfister
The Lightweight matchup features Scott Holtzman (7-6) taking on Cody Pfister (1-3). Pfister will look to use a 4-inch reach edge to control distance.
Holtzman is rated at 1099 — 317 points above Pfister's 783. Gaps this large usually mean one fighter has been consistently beating better opponents.
A few statistical edges stand out. Holtzman throws significantly more leather — a 2.8 sig. strike per minute gap. Pfister is far more active with takedowns, averaging 2.2 more per 15 minutes. Holtzman has tighter striking defense, making opponents miss more often.
The Pick: Scott Holtzman over Cody Pfister. We're leaning Holtzman here at 71%, a solid but not overwhelming edge. The market and our model are aligned — the line looks fair.
Rani Yahya vs Matthew Lopez
The Bantamweight matchup features Rani Yahya (13-6-1) taking on Matthew Lopez (2-4).
Yahya carries a modest Elo edge (1127 to 1082), the kind of gap that reflects a slightly better run of form rather than a talent chasm.
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. Yahya throws significantly more leather — a 1.3 sig. strike per minute gap. Yahya is far more active with takedowns, averaging 3.1 more per 15 minutes. Lopez has tighter striking defense, making opponents miss more often.
The Pick: Matthew Lopez over Rani Yahya. The model gives Lopez a slight nod at 61% — this could easily go either way. The market and our model are aligned — the line looks fair.
Alex Nicholson vs Devin Clark
The Middleweight matchup features Alex Nicholson (1-3) taking on Devin Clark (8-9). Nicholson is the bigger frame at 6'4" with a 2-inch reach advantage.
Clark is rated at 1073 — 233 points above Nicholson's 840. Gaps this large usually mean one fighter has been consistently beating better opponents.
A few statistical edges stand out. Nicholson throws significantly more leather — a 2.5 sig. strike per minute gap. Clark is far more active with takedowns, averaging 0.0 more per 15 minutes. Clark has tighter striking defense, making opponents miss more often.
The Pick: Devin Clark over Alex Nicholson. The model gives Clark a slight nod at 65% — this could easily go either way. The market and our model are aligned — the line looks fair.
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.