UFC 7: The Brawl in Buffalo: Predictions & Analysis
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
| Matchup | Pick | Confidence | Prob |
|---|---|---|---|
| Marco Ruas vs Paul VarelansOpen Weight | Paul Varelans | Strong | 78% |
| Ken Shamrock vs Oleg TaktarovOpen Weight | Ken Shamrock | Lean | 61% |
| Marco Ruas vs Remco PardoelOpen Weight | Remco Pardoel | Toss-up | 52% |
| Paul Varelans vs Mark HallOpen Weight | Paul Varelans | Strong | 83% |
| Marco Ruas vs Larry CuretonOpen Weight | Marco Ruas | Strong | 92% |
| Remco Pardoel vs Ryan ParkerOpen Weight | Remco Pardoel | Strong | 91% |
| Mark Hall vs Harold HowardOpen Weight | Mark Hall | Confident | 71% |
| Paul Varelans vs Gerry HarrisOpen Weight | Paul Varelans | Strong | 90% |
| Scott Bessac vs David HoodOpen Weight | Scott Bessac | Confident | 68% |
| Onassis Parungao vs Francesco MaturiOpen Weight | Onassis Parungao | Lean | 65% |
| Joel Sutton vs Geza KalmanOpen Weight | Joel Sutton | Strong | 77% |
Like these picks? Bet on DraftKings
Place your bets on the fights above at DraftKings Sportsbook
Bet Now on DraftKingsFight-by-Fight Breakdown
Marco Ruas vs Paul Varelans
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%.
Ken Shamrock vs Oleg Taktarov
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.
Marco Ruas vs Remco Pardoel
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
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%.
Marco Ruas vs Larry Cureton
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%.
Remco Pardoel vs Ryan Parker
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
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.
Paul Varelans vs Gerry Harris
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
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.
Onassis Parungao vs Francesco Maturi
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
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.