UFC Fight Night: Nelson vs Story: Predictions & Analysis
UFC Fight Night: Nelson vs Story lands on Saturday, October 4, 2014 in Stockholm, Sweden with 11 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 |
|---|---|---|---|
| Rick Story vs Gunnar NelsonWelterweight | Gunnar Nelson | Toss-up | 50% |
| Max Holloway vs Akira CorassaniFeatherweight | Max Holloway | Lean | 60% |
| Jan Blachowicz vs Ilir LatifiLight Heavyweight | Jan Blachowicz | Lean | 59% |
| Mike Wilkinson vs Niklas BackstromFeatherweight | Mike Wilkinson | Lean | 62% |
| Magnus Cedenblad vs Scott AskhamMiddleweight | Magnus Cedenblad | Lean | 61% |
| Nicholas Musoke vs Alexander YakovlevWelterweight | Nicholas Musoke | Lean | 64% |
| Dennis Siver vs Charles RosaFeatherweight | Dennis Siver | Confident | 68% |
| Cathal Pendred vs Gasan UmalatovWelterweight | Cathal Pendred | Lean | 60% |
| Krzysztof Jotko vs Tor TroengMiddleweight | Krzysztof Jotko | Lean | 60% |
| Mairbek Taisumov vs Marcin BandelLightweight | Mairbek Taisumov | Lean | 65% |
| Zubaira Tukhugov vs Ernest ChavezFeatherweight | Zubaira Tukhugov | Strong | 76% |
Fight-by-Fight Breakdown
Rick Story vs Gunnar Nelson
The Welterweight championship matchup features Rick Story (12-6) taking on Gunnar Nelson (10-5).
Story carries a modest Elo edge (1358 to 1310), the kind of gap that reflects a slightly better run of form rather than a talent chasm. Story rides a 3-fight win streak into this one.
The style clash matters here: Story is comfortable adjusting on the fly, mixing strikes and grappling as openings appear, while Nelson looks to close distance and put the fight on the mat. In our database, wrestlers own a 59% win rate against all-rounders, giving Nelson the stylistic edge.
A few statistical edges stand out. Story throws significantly more leather — a 1.5 sig. strike per minute gap. Story is far more active with takedowns, averaging 0.2 more per 15 minutes. Nelson has tighter striking defense, making opponents miss more often.
The Pick: Gunnar Nelson over Rick Story. This is essentially a pick'em. The model nudges toward Nelson at 50%, but there's almost nothing separating these two.
Max Holloway vs Akira Corassani
The Featherweight matchup features Max Holloway (22-8) taking on Akira Corassani (3-2). There's a 3-inch height gap favoring Holloway.
Holloway is rated at 1897 — 1031 points above Corassani's 866. Gaps this large usually mean one fighter has been consistently beating better opponents.
Stylistically this is Holloway's all-rounder game against Corassani's striker approach. Holloway is comfortable adjusting on the fly, mixing strikes and grappling as openings appear, while Corassani brings a versatile approach. Historically these archetypes are dead-even when they collide.
A few statistical edges stand out. Holloway throws significantly more leather — a 2.0 sig. strike per minute gap. Corassani is far more active with takedowns, averaging 0.8 more per 15 minutes. Holloway has tighter striking defense, making opponents miss more often.
The Pick: Max Holloway over Akira Corassani. The model gives Holloway a slight nod at 60% — this could easily go either way.
Jan Blachowicz vs Ilir Latifi
The Light Heavyweight matchup features Jan Blachowicz (12-8-1) taking on Ilir Latifi (9-6). Blachowicz is the bigger frame at 6'2" with a 5-inch reach advantage.
Blachowicz is rated at 1578 — 383 points above Latifi's 1195. Gaps this large usually mean one fighter has been consistently beating better opponents.
The style clash matters here: Blachowicz is comfortable adjusting on the fly, mixing strikes and grappling as openings appear, while Latifi looks to close distance and put the fight on the mat. In our database, wrestlers own a 59% win rate against all-rounders, giving Latifi the stylistic edge.
A few statistical edges stand out. Latifi throws significantly more leather — a 1.7 sig. strike per minute gap. Latifi is far more active with takedowns, averaging 2.2 more per 15 minutes. Blachowicz has tighter striking defense, making opponents miss more often.
The Pick: Jan Blachowicz over Ilir Latifi. The model gives Blachowicz a slight nod at 59% — this could easily go either way.
Mike Wilkinson vs Niklas Backstrom
The Featherweight matchup features Mike Wilkinson (2-1) taking on Niklas Backstrom (1-1).
Wilkinson is rated at 1099 — 224 points above Backstrom's 875. Gaps this large usually mean one fighter has been consistently beating better opponents.
A few statistical edges stand out. Wilkinson throws significantly more leather — a 2.4 sig. strike per minute gap. Wilkinson is far more active with takedowns, averaging 1.8 more per 15 minutes. Backstrom has tighter striking defense, making opponents miss more often.
The Pick: Mike Wilkinson over Niklas Backstrom. The model gives Wilkinson a slight nod at 62% — this could easily go either way.
Magnus Cedenblad vs Scott Askham
The Middleweight matchup features Magnus Cedenblad (4-1) taking on Scott Askham (2-3). Cedenblad is the bigger frame at 6'5" with a 4-inch reach advantage.
Cedenblad is rated at 1063 — 173 points above Askham's 890. Gaps this large usually mean one fighter has been consistently beating better opponents. Cedenblad rides a 4-fight win streak into this one.
Stylistically this is Cedenblad's wrestler game against Askham's knockout artist approach. Cedenblad looks to close distance and put the fight on the mat, while Askham 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. Cedenblad throws significantly more leather — a 1.8 sig. strike per minute gap. Cedenblad is far more active with takedowns, averaging 2.5 more per 15 minutes. Askham has tighter striking defense, making opponents miss more often.
The Pick: Magnus Cedenblad over Scott Askham. The model gives Cedenblad a slight nod at 61% — this could easily go either way.
Nicholas Musoke vs Alexander Yakovlev
The Welterweight matchup features Nicholas Musoke (3-2) taking on Alexander Yakovlev (3-5). There's a 3-inch height gap favoring Yakovlev.
Yakovlev carries a modest Elo edge (970 to 937), the kind of gap that reflects a slightly better run of form rather than a talent chasm.
The style clash matters here: Musoke looks to close distance and put the fight on the mat, while Yakovlev is comfortable adjusting on the fly, mixing strikes and grappling as openings appear. In our database, wrestlers own a 59% win rate against all-rounders, giving Musoke the stylistic edge.
A few statistical edges stand out. Musoke throws significantly more leather — a 1.3 sig. strike per minute gap. Musoke is far more active with takedowns, averaging 1.3 more per 15 minutes. Yakovlev has tighter striking defense, making opponents miss more often.
The Pick: Nicholas Musoke over Alexander Yakovlev. The model gives Musoke a slight nod at 64% — this could easily go either way.
Dennis Siver vs Charles Rosa
The Featherweight matchup features Dennis Siver (11-8) taking on Charles Rosa (5-7). There's a 3-inch height gap favoring Rosa.
Siver is rated at 1214 — 397 points above Rosa's 817. Gaps this large usually mean one fighter has been consistently beating better opponents.
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. Siver throws significantly more leather — a 4.8 sig. strike per minute gap. Siver is far more active with takedowns, averaging 1.3 more per 15 minutes. Rosa has tighter striking defense, making opponents miss more often.
The Pick: Dennis Siver over Charles Rosa. We're leaning Siver here at 68%, a solid but not overwhelming edge.
Cathal Pendred vs Gasan Umalatov
The Welterweight matchup features Cathal Pendred (4-1) taking on Gasan Umalatov (1-2). Pendred is the bigger frame at 6'1" with a 4-inch reach advantage.
There's a real Elo separation here: Pendred at 1015 versus Umalatov at 878. That 137-point gap typically reflects a meaningful difference in recent quality of competition and results.
A few statistical edges stand out. Umalatov throws significantly more leather — a 0.6 sig. strike per minute gap. Pendred is far more active with takedowns, averaging 3.8 more per 15 minutes. Umalatov has tighter striking defense, making opponents miss more often.
The Pick: Cathal Pendred over Gasan Umalatov. The model gives Pendred a slight nod at 60% — this could easily go either way.
Krzysztof Jotko vs Tor Troeng
The Middleweight matchup features Krzysztof Jotko (11-5) taking on Tor Troeng (1-2).
Jotko is rated at 1222 — 359 points above Troeng's 862. Gaps this large usually mean one fighter has been consistently beating better opponents.
A few statistical edges stand out. Jotko throws significantly more leather — a 0.0 sig. strike per minute gap. Troeng is far more active with takedowns, averaging 0.3 more per 15 minutes. Jotko has tighter striking defense, making opponents miss more often.
The Pick: Krzysztof Jotko over Tor Troeng. The model gives Jotko a slight nod at 60% — this could easily go either way.
Mairbek Taisumov vs Marcin Bandel
The Lightweight matchup features Mairbek Taisumov (7-1) taking on Marcin Bandel (0-1).
Taisumov is rated at 1362 — 578 points above Bandel's 784. Gaps this large usually mean one fighter has been consistently beating better opponents. Taisumov rides a 6-fight win streak into this one.
A few statistical edges stand out. Taisumov throws significantly more leather — a 2.0 sig. strike per minute gap. Taisumov is far more active with takedowns, averaging 2.5 more per 15 minutes. Bandel has tighter striking defense, making opponents miss more often.
The Pick: Mairbek Taisumov over Marcin Bandel. The model gives Taisumov a slight nod at 65% — this could easily go either way.
Zubaira Tukhugov vs Ernest Chavez
The Featherweight matchup features Zubaira Tukhugov (5-2-1) taking on Ernest Chavez (1-1).
Tukhugov is rated at 1132 — 237 points above Chavez's 895. Gaps this large usually mean one fighter has been consistently beating better opponents.
A few statistical edges stand out. Chavez throws significantly more leather — a 0.5 sig. strike per minute gap. Tukhugov is far more active with takedowns, averaging 2.0 more per 15 minutes. Tukhugov has tighter striking defense, making opponents miss more often.
The Pick: Zubaira Tukhugov over Ernest Chavez. The model is firm on this one: Tukhugov at 76%.
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.