UFC 7: The Brawl in Buffalo: Predictions & Analysis

Friday, September 8, 1995·Buffalo, New York, USA
Published April 17, 2026
Predictions are for entertainment purposes only and do not constitute financial advice. Please gamble responsibly.

UFC 7: The Brawl in Buffalo lands on Friday, September 8, 1995 in Buffalo, New York, USA with 11 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

MatchupPickConfidenceProb
Marco Ruas vs Paul VarelansOpen WeightPaul VarelansStrong78%
Ken Shamrock vs Oleg TaktarovOpen WeightKen ShamrockLean61%
Marco Ruas vs Remco PardoelOpen WeightRemco PardoelToss-up52%
Paul Varelans vs Mark HallOpen WeightPaul VarelansStrong83%
Marco Ruas vs Larry CuretonOpen WeightMarco RuasStrong92%
Remco Pardoel vs Ryan ParkerOpen WeightRemco PardoelStrong91%
Mark Hall vs Harold HowardOpen WeightMark HallConfident71%
Paul Varelans vs Gerry HarrisOpen WeightPaul VarelansStrong90%
Scott Bessac vs David HoodOpen WeightScott BessacConfident68%
Onassis Parungao vs Francesco MaturiOpen WeightOnassis ParungaoLean65%
Joel Sutton vs Geza KalmanOpen WeightJoel SuttonStrong77%

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Fight-by-Fight Breakdown

78%
Paul Varelans
Ruas
4-2
RK-I1142
Submission Artist
VS
Varelans
4-4
MC-I985
Knockout Artist
Over/UnderUnder 64%
Under 64%Over 36%

The Open Weight matchup features Marco Ruas (4-2) taking on Paul Varelans (4-4).

Ruas is rated at 1142 — 158 points above Varelans's 985. Gaps this large usually mean one fighter has been consistently beating better opponents.

Stylistically this is Ruas's submission artist game against Varelans's knockout artist approach. Ruas is most dangerous on the ground, constantly threatening chokes and joint locks, while Varelans 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. Varelans throws significantly more leather — a 3.1 sig. strike per minute gap. Varelans is far more active with takedowns, averaging 0.0 more per 15 minutes. Ruas has tighter striking defense, making opponents miss more often.

The Pick: Paul Varelans over Marco Ruas. The model is firm on this one: Varelans at 78%.

61%
Ken Shamrock
Shamrock
6-5
CO-III1231
Submission Artist
VS
Taktarov
6-2
CO-III1272
Submission Artist
Over/UnderUnder 68%
Under 68%Over 32%

The Open Weight matchup features Ken Shamrock (6-5) taking on Oleg Taktarov (6-2).

Taktarov carries a modest Elo edge (1272 to 1231), the kind of gap that reflects a slightly better run of form rather than a talent chasm.

Both fighters land in our "Submission Artist" archetype — ground specialists who hunt for finishes off their back or from top position. 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. Shamrock throws significantly more leather — a 0.9 sig. strike per minute gap. Shamrock is far more active with takedowns, averaging 2.1 more per 15 minutes. Taktarov has tighter striking defense, making opponents miss more often.

The Pick: Ken Shamrock over Oleg Taktarov. The model gives Shamrock a slight nod at 61% — this could easily go either way.

52%
Remco Pardoel
Ruas
4-2
RK-I1142
Submission Artist
VS
Pardoel
3-2
RK-II1072
Over/UnderUnder 71%
Under 71%Over 29%

The Open Weight matchup features Marco Ruas (4-2) taking on Remco Pardoel (3-2).

Ruas carries a modest Elo edge (1142 to 1072), the kind of gap that reflects a slightly better run of form rather than a talent chasm.

A few statistical edges stand out. Ruas throws significantly more leather — a 1.6 sig. strike per minute gap. Pardoel is far more active with takedowns, averaging 2.3 more per 15 minutes. Ruas has tighter striking defense, making opponents miss more often.

The Pick: Remco Pardoel over Marco Ruas. This is essentially a pick'em. The model nudges toward Pardoel at 52%, but there's almost nothing separating these two.

Paul Varelans vs Mark Hall

Open Weight
83%
Paul Varelans
Varelans
4-4
MC-I985
Knockout Artist
VS
Hall
4-3
RK-II1119
Knockout Artist
Over/UnderUnder 74%
Under 74%Over 26%

The Open Weight matchup features Paul Varelans (4-4) taking on Mark Hall (4-3).

There's a real Elo separation here: Hall at 1119 versus Varelans at 985. That 134-point gap typically reflects a meaningful difference in recent quality of competition and results.

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. Varelans throws significantly more leather — a 1.2 sig. strike per minute gap. Hall is far more active with takedowns, averaging 0.0 more per 15 minutes. Hall has tighter striking defense, making opponents miss more often.

The Pick: Paul Varelans over Mark Hall. The model is firm on this one: Varelans at 83%.

92%
Marco Ruas
Ruas
4-2
RK-I1142
Submission Artist
VS
Cureton
0-2
UC-II732
Over/UnderUnder 74%
Under 74%Over 26%

The Open Weight matchup features Marco Ruas (4-2) taking on Larry Cureton (0-2).

Ruas is rated at 1142 — 410 points above Cureton's 732. Gaps this large usually mean one fighter has been consistently beating better opponents.

A few statistical edges stand out. Ruas throws significantly more leather — a 1.1 sig. strike per minute gap. Cureton is far more active with takedowns, averaging 0.0 more per 15 minutes. Ruas has tighter striking defense, making opponents miss more often.

The Pick: Marco Ruas over Larry Cureton. The model is firm on this one: Ruas at 92%.

91%
Remco Pardoel
Pardoel
3-2
RK-II1072
VS
Parker
0-1
PR-I868
Over/UnderUnder 80%
Under 80%Over 20%

The Open Weight matchup features Remco Pardoel (3-2) taking on Ryan Parker (0-1).

Pardoel is rated at 1072 — 204 points above Parker's 868. Gaps this large usually mean one fighter has been consistently beating better opponents.

A few statistical edges stand out. Pardoel throws significantly more leather — a 0.5 sig. strike per minute gap. Pardoel is far more active with takedowns, averaging 1.8 more per 15 minutes. Parker has tighter striking defense, making opponents miss more often.

The Pick: Remco Pardoel over Ryan Parker. The model is firm on this one: Pardoel at 91%.

Mark Hall vs Harold Howard

Open Weight
71%
Mark Hall
Hall
4-3
RK-II1119
Knockout Artist
VS
Howard
1-2
UC-I762
Over/UnderUnder 78%
Under 78%Over 22%

The Open Weight matchup features Mark Hall (4-3) taking on Harold Howard (1-2).

Hall is rated at 1119 — 357 points above Howard's 762. Gaps this large usually mean one fighter has been consistently beating better opponents.

A few statistical edges stand out. Howard throws significantly more leather — a 3.0 sig. strike per minute gap. Howard is far more active with takedowns, averaging 0.0 more per 15 minutes. Howard has tighter striking defense, making opponents miss more often.

The Pick: Mark Hall over Harold Howard. We're leaning Hall here at 71%, a solid but not overwhelming edge.

90%
Paul Varelans
Varelans
4-4
MC-I985
Knockout Artist
VS
Harris
0-1
PR-II850
Over/UnderUnder 81%
Under 81%Over 19%

The Open Weight matchup features Paul Varelans (4-4) taking on Gerry Harris (0-1).

There's a real Elo separation here: Varelans at 985 versus Harris at 850. That 135-point gap typically reflects a meaningful difference in recent quality of competition and results.

A few statistical edges stand out. Varelans throws significantly more leather — a 1.2 sig. strike per minute gap. Varelans is far more active with takedowns, averaging 0.9 more per 15 minutes. Harris has tighter striking defense, making opponents miss more often.

The Pick: Paul Varelans over Gerry Harris. The model is firm on this one: Varelans at 90%.

Scott Bessac vs David Hood

Open Weight
68%
Scott Bessac
Bessac
1-1
MC-II960
VS
Hood
0-1
PR-II834
Over/UnderUnder 84%
Under 84%Over 16%

The Open Weight matchup features Scott Bessac (1-1) taking on David Hood (0-1).

There's a real Elo separation here: Bessac at 960 versus Hood at 834. That 126-point gap typically reflects a meaningful difference in recent quality of competition and results.

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

The Pick: Scott Bessac over David Hood. We're leaning Bessac here at 68%, a solid but not overwhelming edge.

65%
Onassis Parungao
Parungao
1-0
RK-I1191
VS
Maturi
0-1
PR-III809
Over/UnderUnder 83%
Under 83%Over 17%

The Open Weight matchup features Onassis Parungao (1-0) taking on Francesco Maturi (0-1).

Parungao is rated at 1191 — 382 points above Maturi's 809. Gaps this large usually mean one fighter has been consistently beating better opponents.

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

The Pick: Onassis Parungao over Francesco Maturi. The model gives Parungao a slight nod at 65% — this could easily go either way.

Joel Sutton vs Geza Kalman

Open Weight
77%
Joel Sutton
Sutton
2-0
CO-III1287
VS
Kalman
1-1
RK-I1147
Over/UnderUnder 82%
Under 82%Over 18%

The Open Weight matchup features Joel Sutton (2-0) taking on Geza Kalman (1-1).

There's a real Elo separation here: Sutton at 1287 versus Kalman at 1147. That 140-point gap typically reflects a meaningful difference in recent quality of competition and results.

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

The Pick: Joel Sutton over Geza Kalman. The model is firm on this one: Sutton at 77%.

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.