Fight Research

BKFC Fight Night Clearwater: Gaskins vs Guymon

Friday, April 24, 2026 The OCC Road House · Clearwater · United States
Model v0.1.0 · 59.0% hit rate 11 bouts Avg edge 4.4pt Model 7:08 PM ET Odds 7:27 AM ET
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Where the data disagrees with the market

#1
Main Card · Strawweight
Crystal van Wyk
Advantage 42 · Market 33%
+8.8PT
Predictability 53
#2
Main Event · Bantamweight
Matt Guymon
Advantage 35 · Market 29%
+6.1PT
Predictability 40

Edges are the gap between the model's probability and the de-vigged market probability. Higher edge = more potential value. ⚠ = low data confidence.

Every bout on the card

Main Event · Bantamweight
#1
Quentin Gaskins 65 ADV
USQuentin Gaskins
2-1 · 68" reach
VS
Matt Guymon 35 ADV
USMatt Guymon
2-2 · age 37 · 72" reach
Predictability
40 Marginal
Quentin Gaskins def. Matt Guymon via KO · Round 2
Our pre-fight pick: Quentin Gaskins ✓
Tale of the tape · factor breakdown
1544
ELO Rating
1479
W-W
Recent Form
L
2-1
BKFC Record
2-2
50%
KO Rate
—
68"
Reach
72" ★
1d ago
Activity
1d ago
0 cuts
Cut History
0/1 cuts
33%
Opponent Quality
67% ★
3 fights
BKFC Experience
4 fights
5'7"
Height
5'8" ★
United States
Home
United States

Things to consider

Matt Guymon has a 4" reach advantage — extra distance to land clean jabs and stay outside the pocket unless Quentin Gaskins can force infighting.

Research elsewhere: Quentin Gaskins on Tapology → · Matt Guymon on Tapology →
Co-Main · Bantamweight
#2
Royal Ryan Reber 54 ADV
USRoyal Ryan Reber
7-2 · age 38 · 70" reach
VS
Joshua Oxendine 46 ADV
USJoshua Oxendine
1-0 · age 32 · 67" reach
Predictability
50 Marginal
Royal Ryan Reber def. Joshua Oxendine via Unanimous Decision · Round 5
Our pre-fight pick: Royal Ryan Reber ✓
Tale of the tape · factor breakdown
1519
ELO Rating
1481
W
Recent Form
L
7-2
BKFC Record
1-0
38
Age
32 ★
70"
Reach
67"
—
MMA Background
10-7 ★
1d ago
Activity
1d ago
0 cuts
Cut History
0/1 cuts
100%
Opponent Quality
78%
9 fights
BKFC Experience
1 fights
5'9"
Height
5'10" ★
United States
Home
United States

Things to consider

Royal Ryan Reber is 6 years older. In bare knuckle, hand durability and cut vulnerability decline fast past 35 — this is a meaningful physical gap.

Royal Ryan Reber has a 3" reach advantage — extra distance to land clean jabs and stay outside the pocket unless Joshua Oxendine can force infighting.

Research elsewhere: Royal Ryan Reber on Tapology → · Joshua Oxendine on Tapology →
Main Card · Strawweight
#3
Crystal van Wyk 42 ADV
ZACrystal van Wyk
2-2 · age 38 · 63" reach
VS
Kat Paprocki 58 ADV
USKat Paprocki
2-0 · age 33 · 65" reach
Predictability
53 Marginal
Model
42%
58%
Market
33%+180
-26567%
Line movement · last 27 snapshots · 75h span
OPEN +169 / -256 CLOSE +169 / -270
★ Model likes Crystal van Wyk +8.8 pts vs market
Medium confidence
Tale of the tape · factor breakdown
W
Recent Form
—
2-2
BKFC Record
2-0 ★
50%
KO Rate
—
38
Age
33 ★
63"
Reach
65" ★
2.2y ago
Activity
— ★
0 cuts
Cut History
0 cuts
67%
Opponent Quality
—
4 fights
BKFC Experience
2 fights
5'2"
Height
5'4" ★
South Africa
Home
United States ★

Things to consider

5-year age gap favors the younger fighter. Watch for cardio and hand durability in the later rounds.

Research elsewhere: Crystal van Wyk on Tapology → · Kat Paprocki on Tapology →
Main Card · Middleweight
#4
Tony Murphy 60 ADV
USTony Murphy
2-0 · age 34
VS
Justin Williams 40 ADV
USJustin Williams
0-0 · age 30
Predictability
24 Weak signal
Model
60%
40%
Model and market agree closely.
Very Low confidence
Tale of the tape · factor breakdown
2-0
BKFC Record
0-0
34
Age
30 ★
2 fights
BKFC Experience
0 fights
6'0"
Height
6'0"
United States
Home
United States

Things to consider

Justin Williams is making their BKFC debut. The gap from gloved boxing/MMA to bare knuckle is real — cuts, hand swelling, and 2-minute rounds all favor Tony Murphy's experience.

4-year age gap favors the younger fighter. Watch for cardio and hand durability in the later rounds.

Research elsewhere: Tony Murphy on Tapology → · Justin Williams on Tapology →
Main Card · Welterweight
#5
Mike Heckert 71 ADV
USMike Heckert
1-1 · age 31 · 74" reach
VS
Justin Walters 29 ADV
USJustin Walters
0-2 · 71" reach
Predictability
50 Marginal
Mike Heckert def. Justin Walters via TKO · Round 1
Our pre-fight pick: Mike Heckert ✓
Tale of the tape · factor breakdown
1541
ELO Rating
1459
W-W
Recent Form
L-L
1-1
BKFC Record
0-1
100%
KO Rate
—
74"
Reach
71"
1d ago
Activity
1d ago
0 cuts
Cut History
0/2 cuts
0%
Opponent Quality
58% ★
2 fights
BKFC Experience
1 fights
5'11"
Height
5'10"
United States
Home
United States

Things to consider

Mike Heckert has a 3" reach advantage — extra distance to land clean jabs and stay outside the pocket unless Justin Walters can force infighting.

Research elsewhere: Mike Heckert on Tapology → · Justin Walters on Tapology →
Main Card · Featherweight
#6
Brandon Allen 68 ADV
USBrandon Allen
5-2 · age 36 · 70" reach
VS
Lukas Jones 32 ADV
Lukas Jones
0-1
Predictability
48 Marginal
Brandon Allen def. Lukas Jones via KO · Round 1
Our pre-fight pick: Brandon Allen ✓
Tale of the tape · factor breakdown
1522
ELO Rating
1478
W-L-W
Recent Form
L
5-2
BKFC Record
0-0
1d ago
Activity
1d ago
0/1 cuts
Cut History
0/1 cuts
54%
Opponent Quality
71% ★
7 fights
BKFC Experience
0 fights
United States
Home
—
Research elsewhere: Brandon Allen on Tapology → · Lukas Jones on Tapology →
Main Card · Lightweight
#8
Jason DiNunzio 43 ADV
USJason DiNunzio
0-1 · age 30 · 69" reach
VS
Israel Rodriguez 57 ADV
USIsrael Rodriguez
0-1 · 72" reach
Predictability
44 Marginal
Model
43%
57%
Model and market agree closely.
Low confidence
Tale of the tape · factor breakdown
0-1
BKFC Record
0-1
69"
Reach
72" ★
1 fights
BKFC Experience
1 fights
5'9"
Height
5'10" ★
United States
Home
United States

Things to consider

Israel Rodriguez has a 3" reach advantage — extra distance to land clean jabs and stay outside the pocket unless Jason DiNunzio can force infighting.

Research elsewhere: Jason DiNunzio on Tapology → · Israel Rodriguez on Tapology →
Preliminary · Flyweight
#10
Chachi Versace 44 ADV
USChachi Versace
0-1 · age 38 · 67" reach
VS
Gabriel Hernandez 56 ADV
Gabriel Hernandez
0-0
Predictability ⚠ Limited BKFC signal — both fighters debut-tier
Model
44%
56%
Model and market agree closely.
Very Low confidence
Tale of the tape · factor breakdown
0-1
BKFC Record
0-0 ★
1 fights
BKFC Experience
0 fights
United States
Home
—

Things to consider

Gabriel Hernandez is making their BKFC debut. The gap from gloved boxing/MMA to bare knuckle is real — cuts, hand swelling, and 2-minute rounds all favor Chachi Versace's experience.

Research elsewhere: Chachi Versace on Tapology → · Gabriel Hernandez on Tapology →

How we predict — and how accurate we've been

59.0%
Model accuracy
on 139 historical picks
+9pp
Edge over 50/50
vs coin-flip baseline
362
Bouts backtested
point-in-time, no leakage

The PropsBot model is a transparent factor-based scoring system — not a black box. For every bout we score the two fighters on ten+ dimensions, combine via weighted sum, and convert to a probability via a logistic function. That model probability is then compared to the de-vigged moneyline from the market to flag potential value.

BKFC win rate (Bayesian-smoothed)
18%
Recent form (last 5, decay 0.85ⁱ)
14%
BKFC KO rate / finishing ability
13%
Age curve (steep decline past 35)
12%
Reach advantage
10%
Style matchup (pressure/counter/etc)
8%
MMA-background depth
8%
Activity / ring rust
7%
Cut susceptibility (past DS losses)
6%
Strength of schedule
5%
BKFC experience (fight count)
5%
Height advantage
4%

Per-factor accuracy from our point-in-time backtest (skipped where data is thin):

Recent Form (n=100)
59.0%
BKFC Record (n=106)
58.5%
Reach (n=132)
52.3%
Height (n=117)
52.1%
Age (n=161)
50.9%

Each factor's edge strength is its own sub-score — a 1" reach gap barely moves the needle; a 6" gap is meaningful. Missing data drops a factor's weight to zero rather than guessing.

Be honest with yourself: 59.0% accuracy on toss-up-filtered picks means we're wrong roughly 4 out of every 10 bets we recommend. The model is a decision aid, not a crystal ball. BKFC intangibles (cut depth, weight cut, camp news, injuries) aren't fully captured. Never bet more than you can lose on a pick without confirming with additional research.