UFC Fight Night: Swanson vs. Lobov: Predictions & Analysis

Saturday, April 22, 2017·Nashville, Tennessee, USA
Published April 16, 2026
Predictions are for entertainment purposes only and do not constitute financial advice. Please gamble responsibly.

UFC Fight Night: Swanson vs. Lobov lands on Saturday, April 22, 2017 in Nashville, Tennessee, USA with 13 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

MatchupPickConfidenceProb
Cub Swanson vs Artem LobovFeatherweightCub SwansonStrong86%
Al Iaquinta vs Diego SanchezLightweightAl IaquintaStrong83%
Ovince Saint Preux vs Marcos Rogerio de LimaLight HeavyweightMarcos Rogerio de LimaToss-up54%
John Dodson vs Eddie WinelandBantamweightJohn DodsonStrong87%
Stevie Ray vs Joe LauzonLightweightStevie RayConfident74%
Mike Perry vs Jake EllenbergerWelterweightMike PerryLean64%
Thales Leites vs Sam AlveyMiddleweightSam AlveyLean56%
Brandon Moreno vs Dustin OrtizFlyweightBrandon MorenoLean63%
Scott Holtzman vs Michael McBrideLightweightScott HoltzmanStrong81%
Danielle Taylor vs Jessica PenneWomen's StrawweightDanielle TaylorConfident73%
Alexis Davis vs Cindy DandoisWomen's BantamweightAlexis DavisStrong82%
Bryan Barberena vs Joe ProctorWelterweightBryan BarberenaStrong76%
Hector Sandoval vs Matt SchnellFlyweightHector SandovalConfident66%

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Fight-by-Fight Breakdown

Cub Swanson vs Artem Lobov

FeatherweightTitle Fight
86%
Cub Swanson
Swanson
15-10
CO-III1323
Striker
VS
Lobov
2-5
RK-III1015
Striker
Over/UnderOver 74%
Under 26%Over 74%

The Featherweight championship matchup features Cub Swanson (15-10) taking on Artem Lobov (2-5). Swanson will look to use a 5-inch reach edge to control distance.

Swanson is rated at 1323 — 308 points above Lobov's 1015. Gaps this large usually mean one fighter has been consistently beating better opponents.

Stylistically this is Swanson's all-rounder game against Lobov's striker approach. Swanson is comfortable adjusting on the fly, mixing strikes and grappling as openings appear, while Lobov 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 1.5 sig. strike per minute gap. Swanson is far more active with takedowns, averaging 0.3 more per 15 minutes. Lobov has tighter striking defense, making opponents miss more often.

The Pick: Cub Swanson over Artem Lobov. The model is firm on this one: Swanson at 86%. The market and our model are aligned — the line looks fair.

83%
Al Iaquinta
Iaquinta
9-6
CO-II1361
Striker
VS
Sanchez
19-13
CO-III1216
Striker
Over/UnderOver 54%
Under 46%Over 54%

The Lightweight matchup features Al Iaquinta (9-6) taking on Diego Sanchez (19-13).

There's a real Elo separation here: Iaquinta at 1361 versus Sanchez at 1216. That 144-point gap typically reflects a meaningful difference in recent quality of competition and results.

The style clash matters here: Iaquinta is patient on the feet, timing counters and loading up when he sees openings, while Sanchez brings a versatile approach. In our database, knockout artists own a 56% win rate against strikers, giving Iaquinta the stylistic edge.

A few statistical edges stand out. Iaquinta throws significantly more leather — a 2.5 sig. strike per minute gap. Sanchez is far more active with takedowns, averaging 0.1 more per 15 minutes. Iaquinta has tighter striking defense, making opponents miss more often.

The Pick: Al Iaquinta over Diego Sanchez. The model is firm on this one: Iaquinta at 83%. Notably, the betting market has Iaquinta at 78% implied while our model sees 83% — a 5-point disagreement that could signal value.

54%
Marcos Rogerio de Lima
Preux
15-13
RK-III1056
All-Rounder
VS
Lima
11-7
CO-II1346
All-Rounder
Over/UnderUnder 61%
Under 61%Over 39%

The Light Heavyweight matchup features Ovince Saint Preux (15-13) taking on Marcos Rogerio de Lima (11-7). Preux is the bigger frame at 6'3" with a 5-inch reach advantage.

Lima is rated at 1346 — 290 points above Preux's 1056. Gaps this large usually mean one fighter has been consistently beating better opponents.

Stylistically this is Preux's all-rounder game against Lima's knockout artist approach. Preux is comfortable adjusting on the fly, mixing strikes and grappling as openings appear, while Lima 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. Lima throws significantly more leather — a 2.2 sig. strike per minute gap. Preux is far more active with takedowns, averaging 0.6 more per 15 minutes. Lima has tighter striking defense, making opponents miss more often.

The Pick: Marcos Rogerio de Lima over Ovince Saint Preux. This is essentially a pick'em. The model nudges toward Lima at 54%, but there's almost nothing separating these two.

87%
John Dodson
Dodson
10-7
CO-II1376
Striker
VS
Wineland
6-10
RK-III1019
Striker
Over/UnderOver 59%
Under 41%Over 59%

The Bantamweight matchup features John Dodson (10-7) taking on Eddie Wineland (6-10). Wineland is the bigger frame at 5'7" with a 3-inch reach advantage.

Dodson is rated at 1376 — 356 points above Wineland's 1019. 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. Wineland throws significantly more leather — a 0.6 sig. strike per minute gap. Dodson is far more active with takedowns, averaging 0.8 more per 15 minutes. Wineland has tighter striking defense, making opponents miss more often.

The Pick: John Dodson over Eddie Wineland. The model is firm on this one: Dodson at 87%. Notably, the betting market has Dodson at 79% implied while our model sees 87% — a 8-point disagreement that could signal value.

Stevie Ray vs Joe Lauzon

Lightweight
74%
Stevie Ray
Ray
7-4
CO-III1257
All-Rounder
VS
Lauzon
15-12
RK-II1099
All-Rounder
Over/UnderOver 59%
Under 41%Over 59%

The Lightweight matchup features Stevie Ray (7-4) taking on Joe Lauzon (15-12).

Ray is rated at 1257 — 158 points above Lauzon's 1099. 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. Lauzon throws significantly more leather — a 0.4 sig. strike per minute gap. Lauzon is far more active with takedowns, averaging 1.0 more per 15 minutes. Ray has tighter striking defense, making opponents miss more often.

The Pick: Stevie Ray over Joe Lauzon. We're leaning Ray here at 74%, a solid but not overwhelming edge. Notably, the betting market has Ray at 63% implied while our model sees 74% — a 12-point disagreement that could signal value.

64%
Mike Perry
Perry
7-8
CO-III1226
All-Rounder
VS
Ellenberger
10-11
RK-III1036
All-Rounder
Over/UnderOver 59%
Under 41%Over 59%

The Welterweight matchup features Mike Perry (7-8) taking on Jake Ellenberger (10-11).

Perry is rated at 1226 — 189 points above Ellenberger's 1036. Gaps this large usually mean one fighter has been consistently beating better opponents.

Stylistically this is Perry's all-rounder game against Ellenberger's knockout artist approach. Perry is comfortable adjusting on the fly, mixing strikes and grappling as openings appear, while Ellenberger 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. Perry throws significantly more leather — a 2.4 sig. strike per minute gap. Ellenberger is far more active with takedowns, averaging 0.0 more per 15 minutes. Perry has tighter striking defense, making opponents miss more often.

The Pick: Mike Perry over Jake Ellenberger. The model gives Perry a slight nod at 64% — this could easily go either way. Notably, the betting market has Perry at 55% implied while our model sees 64% — a 9-point disagreement that could signal value.

Thales Leites vs Sam Alvey

Middleweight
56%
Sam Alvey
Leites
13-8
CO-III1289
Wrestler
VS
Alvey
10-13-1
PR-II862
All-Rounder
Over/UnderOver 51%
Under 49%Over 51%

The Middleweight matchup features Thales Leites (13-8) taking on Sam Alvey (10-13-1). Leites will look to use a 3-inch reach edge to control distance.

Leites is rated at 1289 — 427 points above Alvey's 862. Gaps this large usually mean one fighter has been consistently beating better opponents.

The style clash matters here: Leites looks to close distance and put the fight on the mat, while Alvey 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 Leites the stylistic edge.

A few statistical edges stand out. Alvey throws significantly more leather — a 1.3 sig. strike per minute gap. Leites is far more active with takedowns, averaging 1.6 more per 15 minutes. Alvey has tighter striking defense, making opponents miss more often.

The Pick: Sam Alvey over Thales Leites. The model gives Alvey a slight nod at 56% — this could easily go either way. The market implies 53% for Leites, but our model sees only 44%. That 9-point gap favoring Alvey is worth watching.

63%
Brandon Moreno
Moreno
11-7-2
CO-II1417
All-Rounder
VS
Ortiz
8-6
CO-II1384
Striker
Over/UnderOver 55%
Under 45%Over 55%

The Flyweight matchup features Brandon Moreno (11-7-2) taking on Dustin Ortiz (8-6). Moreno is the bigger frame at 5'7" with a 5-inch reach advantage.

Moreno carries a modest Elo edge (1417 to 1384), the kind of gap that reflects a slightly better run of form rather than a talent chasm. Ortiz has won 3 straight.

The style clash matters here: Moreno is comfortable adjusting on the fly, mixing strikes and grappling as openings appear, while Ortiz looks to close distance and put the fight on the mat. In our database, wrestlers own a 58% win rate against all-rounders, giving Ortiz the stylistic edge.

A few statistical edges stand out. Moreno throws significantly more leather — a 0.5 sig. strike per minute gap. Moreno is far more active with takedowns, averaging 2.9 more per 15 minutes. Moreno has tighter striking defense, making opponents miss more often.

The Pick: Brandon Moreno over Dustin Ortiz. The model gives Moreno a slight nod at 63% — this could easily go either way. Notably, the betting market has Moreno at 44% implied while our model sees 63% — a 18-point disagreement that could signal value.

81%
Scott Holtzman
Holtzman
7-6
RK-II1099
All-Rounder
VS
McBride
0-2
PR-III816
Over/UnderOver 54%
Under 46%Over 54%

The Lightweight matchup features Scott Holtzman (7-6) taking on Michael McBride (0-2).

Holtzman is rated at 1099 — 283 points above McBride's 816. 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 2.2 sig. strike per minute gap. Holtzman is far more active with takedowns, averaging 2.3 more per 15 minutes. Holtzman has tighter striking defense, making opponents miss more often.

The Pick: Scott Holtzman over Michael McBride. The model is firm on this one: Holtzman at 81%. Notably, the betting market has Holtzman at 72% implied while our model sees 81% — a 9-point disagreement that could signal value.

Danielle Taylor vs Jessica Penne

Women's Strawweight
73%
Danielle Taylor
Taylor
2-3
PR-I871
VS
Penne
3-6
PR-III807
All-Rounder
Over/UnderOver 64%
Under 36%Over 64%

The Women's Strawweight matchup features Danielle Taylor (2-3) taking on Jessica Penne (3-6). Penne is the bigger frame at 5'5" with a 7-inch reach advantage.

Taylor carries a modest Elo edge (871 to 807), the kind of gap that reflects a slightly better run of form rather than a talent chasm.

A few statistical edges stand out. Penne throws significantly more leather — a 0.4 sig. strike per minute gap. Penne is far more active with takedowns, averaging 1.1 more per 15 minutes. Taylor has tighter striking defense, making opponents miss more often.

The Pick: Danielle Taylor over Jessica Penne. We're leaning Taylor here at 73%, a solid but not overwhelming edge. Notably, the betting market has Taylor at 51% implied while our model sees 73% — a 22-point disagreement that could signal value.

Alexis Davis vs Cindy Dandois

Women's Bantamweight
82%
Alexis Davis
Davis
8-6
RK-III1018
All-Rounder
VS
Dandois
0-1
MC-III902
Over/UnderOver 56%
Under 44%Over 56%

The Women's Bantamweight matchup features Alexis Davis (8-6) taking on Cindy Dandois (0-1).

There's a real Elo separation here: Davis at 1018 versus Dandois at 902. That 116-point gap typically reflects a meaningful difference in recent quality of competition and results.

A few statistical edges stand out. Davis throws significantly more leather — a 3.5 sig. strike per minute gap. Davis is far more active with takedowns, averaging 1.3 more per 15 minutes. Dandois has tighter striking defense, making opponents miss more often.

The Pick: Alexis Davis over Cindy Dandois. The model is firm on this one: Davis at 82%. Notably, the betting market has Davis at 72% implied while our model sees 82% — a 10-point disagreement that could signal value.

76%
Bryan Barberena
Barberena
9-10
RK-II1089
All-Rounder
VS
Proctor
4-4
RK-III1044
Knockout Artist
Over/UnderOver 54%
Under 46%Over 54%

The Welterweight matchup features Bryan Barberena (9-10) taking on Joe Proctor (4-4).

Barberena carries a modest Elo edge (1089 to 1044), the kind of gap that reflects a slightly better run of form rather than a talent chasm.

Stylistically this is Barberena's all-rounder game against Proctor's knockout artist approach. Barberena is comfortable adjusting on the fly, mixing strikes and grappling as openings appear, while Proctor 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. Barberena throws significantly more leather — a 1.1 sig. strike per minute gap. Barberena is far more active with takedowns, averaging 0.5 more per 15 minutes. Proctor has tighter striking defense, making opponents miss more often.

The Pick: Bryan Barberena over Joe Proctor. The model is firm on this one: Barberena at 76%. The market and our model are aligned — the line looks fair.

66%
Hector Sandoval
Sandoval
2-2
MC-I970
VS
Schnell
7-8
MC-I989
Wrestler
Over/UnderOver 57%
Under 43%Over 57%

The Flyweight matchup features Hector Sandoval (2-2) taking on Matt Schnell (7-8). Schnell is the bigger frame at 5'8" with a 6-inch reach advantage.

The Elo gap here is razor-thin — Sandoval at 970, Schnell at 989. On paper, this is as close to a coin flip as it gets.

A few statistical edges stand out. Schnell throws significantly more leather — a 1.4 sig. strike per minute gap. Sandoval is far more active with takedowns, averaging 1.8 more per 15 minutes. Sandoval has tighter striking defense, making opponents miss more often.

The Pick: Hector Sandoval over Matt Schnell. We're leaning Sandoval here at 66%, a solid but not overwhelming edge. Notably, the betting market has Sandoval at 44% implied while our model sees 66% — a 22-point disagreement that could signal value.

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.