UFC 174: Johnson vs Bagautinov: Predictions & Analysis

Saturday, June 14, 2014·Vancouver, British Columbia, Canada

UFC 174: Johnson vs Bagautinov lands on Saturday, June 14, 2014 in Vancouver, British Columbia, Canada 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

MatchupPickConfidenceProb
Demetrious Johnson vs Ali BagautinovFlyweightDemetrious JohnsonStrong77%
Rory MacDonald vs Tyron WoodleyWelterweightRory MacDonaldConfident74%
Ryan Bader vs Rafael CavalcanteLight HeavyweightRyan BaderStrong81%
Andrei Arlovski vs Brendan SchaubHeavyweightBrendan SchaubLean64%
Ovince Saint Preux vs Ryan JimmoLight HeavyweightOvince Saint PreuxLean63%
Kiichi Kunimoto vs Daniel SarafianWelterweightDaniel SarafianLean58%
Valerie Letourneau vs Elizabeth PhillipsWomen's BantamweightElizabeth PhillipsToss-up53%
Yves Jabouin vs Mike EastonBantamweightMike EastonLean61%
Tae Hyun Bang vs Kajan JohnsonLightweightKajan JohnsonToss-up53%
Michinori Tanaka vs Roland DelormeBantamweightRoland DelormeLean61%
Jason Saggo vs Josh ShockleyLightweightJosh ShockleyLean65%

Fight-by-Fight Breakdown

Demetrious Johnson vs Ali Bagautinov

FlyweightTitle Fight
77%
Demetrious Johnson
Johnson
15-1-1
Elo 1603
Wrestler
VS
Bagautinov
4-2
Elo 1188
Wrestler

The Flyweight championship matchup features Demetrious Johnson (15-1-1) taking on Ali Bagautinov (4-2).

Johnson is rated at 1603 — 415 points above Bagautinov's 1188. Gaps this large usually mean one fighter has been consistently beating better opponents. Johnson rides a 13-fight win streak into this one.

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. Johnson throws significantly more leather — a 1.1 sig. strike per minute gap. Johnson is far more active with takedowns, averaging 0.5 more per 15 minutes. Johnson has tighter striking defense, making opponents miss more often.

**The Pick: Demetrious Johnson over Ali Bagautinov.** The model is firm on this one: Johnson at 77%.

74%
Rory MacDonald
MacDonald
9-3
Elo 1465
All-Rounder
VS
Woodley
9-5-1
Elo 1461
All-Rounder

The Welterweight matchup features Rory MacDonald (9-3) taking on Tyron Woodley (9-5-1). MacDonald is the bigger frame at 6'0" with a 2-inch reach advantage.

The Elo gap here is razor-thin — MacDonald at 1465, Woodley at 1461. On paper, this is as close to a coin flip as it gets.

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. MacDonald throws significantly more leather — a 0.7 sig. strike per minute gap. Woodley is far more active with takedowns, averaging 0.1 more per 15 minutes. MacDonald has tighter striking defense, making opponents miss more often.

**The Pick: Rory MacDonald over Tyron Woodley.** We're leaning MacDonald here at 74%, a solid but not overwhelming edge.

Ryan Bader vs Rafael Cavalcante

Light Heavyweight
81%
Ryan Bader
Bader
14-5
Elo 1619
Wrestler
VS
Cavalcante
1-3
Elo 942

The Light Heavyweight matchup features Ryan Bader (14-5) taking on Rafael Cavalcante (1-3).

Bader is rated at 1619 — 677 points above Cavalcante's 942. Gaps this large usually mean one fighter has been consistently beating better opponents.

A few statistical edges stand out. Cavalcante throws significantly more leather — a 3.3 sig. strike per minute gap. Bader is far more active with takedowns, averaging 2.6 more per 15 minutes. Bader has tighter striking defense, making opponents miss more often.

**The Pick: Ryan Bader over Rafael Cavalcante.** The model is firm on this one: Bader at 81%.

64%
Brendan Schaub
Arlovski
23-17
Elo 858
All-Rounder
VS
Schaub
6-4
Elo 1154
Wrestler

The Heavyweight matchup features Andrei Arlovski (23-17) taking on Brendan Schaub (6-4).

Schaub is rated at 1154 — 296 points above Arlovski's 858. Gaps this large usually mean one fighter has been consistently beating better opponents.

The style clash matters here: Arlovski is comfortable adjusting on the fly, mixing strikes and grappling as openings appear, while Schaub looks to close distance and put the fight on the mat. In our database, wrestlers own a 59% win rate against all-rounders, giving Schaub the stylistic edge.

A few statistical edges stand out. Schaub throws significantly more leather — a 0.2 sig. strike per minute gap. Schaub is far more active with takedowns, averaging 3.8 more per 15 minutes. Arlovski has tighter striking defense, making opponents miss more often.

**The Pick: Brendan Schaub over Andrei Arlovski.** The model gives Schaub a slight nod at 64% — this could easily go either way.

Ovince Saint Preux vs Ryan Jimmo

Light Heavyweight
63%
Ovince Saint Preux
Preux
15-12
Elo 917
All-Rounder
VS
Jimmo
3-3
Elo 974
Striker

The Light Heavyweight matchup features Ovince Saint Preux (15-12) taking on Ryan Jimmo (3-3). Preux is the bigger frame at 6'3" with a 7-inch reach advantage.

Jimmo carries a modest Elo edge (974 to 917), the kind of gap that reflects a slightly better run of form rather than a talent chasm.

Stylistically this is Preux's all-rounder game against Jimmo's striker approach. Preux is comfortable adjusting on the fly, mixing strikes and grappling as openings appear, while Jimmo brings a versatile approach. Historically these archetypes are dead-even when they collide.

A few statistical edges stand out. Preux throws significantly more leather — a 0.3 sig. strike per minute gap. Preux is far more active with takedowns, averaging 0.4 more per 15 minutes. Preux has tighter striking defense, making opponents miss more often.

**The Pick: Ovince Saint Preux over Ryan Jimmo.** The model gives Preux a slight nod at 63% — this could easily go either way.

58%
Daniel Sarafian
Kunimoto
3-1
Elo 1025
VS
Sarafian
2-3
Elo 888
All-Rounder

The Welterweight matchup features Kiichi Kunimoto (3-1) taking on Daniel Sarafian (2-3).

There's a real Elo separation here: Kunimoto at 1025 versus Sarafian at 888. That 137-point gap typically reflects a meaningful difference in recent quality of competition and results.

A few statistical edges stand out. Kunimoto throws significantly more leather — a 2.0 sig. strike per minute gap. Sarafian is far more active with takedowns, averaging 0.5 more per 15 minutes. Sarafian has tighter striking defense, making opponents miss more often.

**The Pick: Daniel Sarafian over Kiichi Kunimoto.** The model gives Sarafian a slight nod at 58% — this could easily go either way.

Valerie Letourneau vs Elizabeth Phillips

Women's Bantamweight
53%
Elizabeth Phillips
Letourneau
3-2
Elo 918
All-Rounder
VS
Phillips
1-2
Elo 923

The Women's Bantamweight matchup features Valerie Letourneau (3-2) taking on Elizabeth Phillips (1-2). Letourneau will look to use a 3-inch reach edge to control distance.

The Elo gap here is razor-thin — Letourneau at 918, Phillips at 923. On paper, this is as close to a coin flip as it gets.

A few statistical edges stand out. Phillips throws significantly more leather — a 0.0 sig. strike per minute gap. Phillips is far more active with takedowns, averaging 0.0 more per 15 minutes. Phillips has tighter striking defense, making opponents miss more often.

**The Pick: Elizabeth Phillips over Valerie Letourneau.** This is essentially a pick'em. The model nudges toward Phillips at 53%, but there's almost nothing separating these two.

Yves Jabouin vs Mike Easton

Bantamweight
61%
Mike Easton
Jabouin
5-4
Elo 845
Striker
VS
Easton
3-3
Elo 934
Striker

The Bantamweight matchup features Yves Jabouin (5-4) taking on Mike Easton (3-3).

There's a real Elo separation here: Easton at 934 versus Jabouin at 845. That 90-point gap typically reflects a meaningful difference in recent quality of competition and results.

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. Easton throws significantly more leather — a 0.9 sig. strike per minute gap. Easton is far more active with takedowns, averaging 0.2 more per 15 minutes. Jabouin has tighter striking defense, making opponents miss more often.

**The Pick: Mike Easton over Yves Jabouin.** The model gives Easton a slight nod at 61% — this could easily go either way.

53%
Kajan Johnson
Bang
2-2
Elo 951
VS
Johnson
4-2
Elo 1168
All-Rounder

The Lightweight matchup features Tae Hyun Bang (2-2) taking on Kajan Johnson (4-2). Johnson is the bigger frame at 5'11" with a 4-inch reach advantage.

Johnson is rated at 1168 — 217 points above Bang's 951. Gaps this large usually mean one fighter has been consistently beating better opponents.

A few statistical edges stand out. Bang throws significantly more leather — a 1.7 sig. strike per minute gap. Johnson is far more active with takedowns, averaging 0.0 more per 15 minutes. Johnson has tighter striking defense, making opponents miss more often.

**The Pick: Kajan Johnson over Tae Hyun Bang.** This is essentially a pick'em. The model nudges toward Johnson at 53%, but there's almost nothing separating these two.

61%
Roland Delorme
Tanaka
2-2
Elo 929
VS
Delorme
3-2
Elo 900
Wrestler

The Bantamweight matchup features Michinori Tanaka (2-2) taking on Roland Delorme (3-2). Delorme is the bigger frame at 5'9" with a 4-inch reach advantage.

The Elo gap here is razor-thin — Tanaka at 929, Delorme at 900. On paper, this is as close to a coin flip as it gets.

A few statistical edges stand out. Delorme throws significantly more leather — a 3.0 sig. strike per minute gap. Delorme is far more active with takedowns, averaging 3.0 more per 15 minutes. Tanaka has tighter striking defense, making opponents miss more often.

**The Pick: Roland Delorme over Michinori Tanaka.** The model gives Delorme a slight nod at 61% — this could easily go either way.

65%
Josh Shockley
Saggo
3-2
Elo 1013
Striker
VS
Shockley
0-1
Elo 810

The Lightweight matchup features Jason Saggo (3-2) taking on Josh Shockley (0-1).

Saggo is rated at 1013 — 203 points above Shockley's 810. Gaps this large usually mean one fighter has been consistently beating better opponents.

A few statistical edges stand out. Shockley throws significantly more leather — a 0.0 sig. strike per minute gap. Shockley is far more active with takedowns, averaging 0.0 more per 15 minutes. Shockley has tighter striking defense, making opponents miss more often.

**The Pick: Josh Shockley over Jason Saggo.** The model gives Shockley a slight nod at 65% — 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.