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UFC 10: The Tournament
Geza Kalman
Geza Kalman
1-1 · CAN
VS
Dieusel Berto
Dieusel Berto
0-1 · USA
July 12, 1996 · Birmingham, Alabama, USA
Open Weight · 1 rounds
Geza Kalman def. Dieusel Berto by KO/TKO (Punches), R1 5:57
Performance
Round by round
SSTDKDCtrl
R1
Kalman21/360/20
Berto3/50/10
Total
Kalman21/360/20
Berto3/50/10

Pre-fight

The model's read going in

The walk-forward model's call at the time of the bout — persisted out-of-sample, with no hindsight about the result.

Prediction
KalmanWin probabilityBerto
62.5%37.5%
KO / TKO
22%
Submission
19%
Decision
59%
Expected fight time: 11.4 min
What drives the pick

Each bar is a feature's push on the model from the center axis. Red pushes toward Kalman, blue toward Berto. Tap a bar for why.

Predicted outcomes
Kalman62%
Wins by
Model
Equity
Mkt
KO / TKO13%22%
Submission13%21%
Decision36%57%
Predicted output
Sig. strikes85 (49111)act 21
Takedowns0.1 (0.00.9)act 0
Berto38%
Wins by
Model
Equity
Mkt
KO / TKO9%23%
Submission6%16%
Decision23%61%
Predicted output
Sig. strikes56 (3273)act 3
Takedowns3.7 (0.57.0)act 0
Combined totals~141 sig strikes~3.7 takedownsmkt —
How it ends
mkt —
R117%
R217%
R37%
Distance59%
Fighter props
Most sig. strikestie 0.7%
Kalman
68.5%-223
Berto
+22330.7%
Most takedownstie 8.4%
Kalman
2.2%+4093
Berto
-409389.4%
Significant strikes — over/under
Kalman
Expected: 85.2
85
Over 85
42.3%
+135
Exactly 85
0.8%
push
Under 85
56.9%
-135
0107214
Berto
Expected: 56.0
56
Over 56
41.9%
+136
Exactly 56
1.2%
push
Under 56
56.9%
-136
070140
Takedowns — over/under
Kalman
Expected: 0.1
0
Over 0
46.6%
Exactly 0
53.4%
push
Under 0
0.0%
035
Berto
Expected: 3.7
3.5
Over 3.5
48.8%
+105
Under 3.5
51.2%
-105
0611

Odds are model-implied (no real prop market is priced for these). The “most” prices are draw-no-bet — a tie (for takedowns, usually 0–0) is a push, so each side is priced off its chance of winning given a result, while the % shown is the raw chance of landing strictly more. Drag a line in half-point steps: a half line (e.g. 2.5) is a clean over/under, while a whole number adds a third outcome — landing exactly on it, a push — so over, exact and under sum to 100%. On a whole number the over/under odds are draw-no-bet (priced off the decisive mass, since the push refunds), so the two sides stay mirror images rather than implying an arbitrage.

Expected fight time 11.4 min. Predicted-output ranges are percentiles of the model’s simulated fights: sig strikes the middle 50% (25th–75th); takedowns the wider 10th–90th, since they’re 0 in most fights so a narrow band would collapse to 0. Win-by-method = win probability × that fighter’s own method split: the model forecasts how the fight ends, and that forecast is divided between the corners by each fighter’s finishing record — UFC wins in full, earlier-career wins at half weight, as of fight night — reconciled so the fighters’ totals still equal their win probabilities and the methods still total the fight-level forecast above. “Equity” is each of those over that fighter’s win % — how they win given that they win — so a column adds to 100%, and it differs by corner. A fighter with no classifiable wins at any level leans on the fight-level split. “How it ends” is the model’s round-of-finish split. “Mkt” is the de-vigged market prop (consensus across books), shown for context, not as a betting signal; rounds & totals slots fill as that data lands. Percentages are apportioned by largest remainder, so each set adds to its total exactly and an individual figure can sit a point off its own rounding.

Model vs market

No market on record for this bout.

Tale of the tape
Ratings (Elo)
1485
Pound-for-pound
1497
1485
Divisional
1497
Striking offense
Striking defense
1500
Grappling offense
1494
1500
Grappling defense
1500
Physical
Age
35 yrs
6'1"
Height
5'9"
Reach
Stance
Striking (UFC career)
Strikes landed / min
Strike accuracy
Strikes absorbed / min
Strike defense
Grappling (UFC career)
Takedowns / 15 min
Takedown accuracy
Takedown defense
Sub attempts / 15 min
Form & résumé
0%
UFC win rate
-1
Win/loss streak
0%
Last-5 win rate
Finish rate
Recent opp. quality
308
Days since last fight
Recent form (last 5 UFC)
Geza Kalman
  • LJoel SuttonKO/TKO R1
    10mo before
Dieusel Berto
No prior UFC fights.
Kalman — win / loss by method
Record: 1-1-0

Bar length is fight count (largest bar = full width); shading splits finishes by round and decisions by unanimous vs split — tap a bar for the round-by-round count.

KO/TKO
0 wins, 1 loss
W
0% of wins
L
100% of losses
Submission
1 win, 0 losses
W
100% of wins
L
0% of losses
Decision
0 wins, 0 losses
W
0% of wins
L
0% of losses
UFC
0win1loss0draw0NC
WinsLosses
0 ()KO/TKO(100%) 1
0 ()Submission(0%) 0
0 ()Decision(0%) 0
Non-UFC
1win0loss0draw0NC
WinsLosses
0 (0%)KO/TKO() 0
1 (100%)Submission() 0
0 (0%)Decision() 0
Berto — win / loss by method
Record: 0-1-0

Bar length is fight count (largest bar = full width); shading splits finishes by round and decisions by unanimous vs split — tap a bar for the round-by-round count.

KO/TKO
0 wins, 0 losses
W
L
0% of losses
Submission
0 wins, 1 loss
W
L
100% of losses
Decision
0 wins, 0 losses
W
L
0% of losses
UFC
0win0loss0draw0NC
WinsLosses
0 ()KO/TKO() 0
0 ()Submission() 0
0 ()Decision() 0
Non-UFC
0win1loss0draw0NC
WinsLosses
0 ()KO/TKO(0%) 0
0 ()Submission(100%) 1
0 ()Decision(0%) 0

Profiles

Experience
Kalman
Berto
0
UFC fights
0
Octagon time
Career length
UFC schedule strength

Opponents' records on fight night — toggle their full cross-promotional record vs UFC bouts only.

Kalman
Berto
1W–0L · 100.0%
Overall
0W–0L
Wins
1W–0L · 100.0%
Losses
Non-UFC schedule strength
Kalman
Berto
0W–0L
Overall
1W–0L · 100.0%
0W–0L
Wins
0W–0L
0W–0L
Losses
1W–0L · 100.0%
Distance striking
Kalman
Berto
Landed / min
Accuracy
Defense
Knockdowns / 15 min
Time at distance
Grappling & control
Kalman
Berto
Takedowns / 15 min
Takedown accuracy
Takedown defense
Sub attempts / 15 min
Control share
Strike target map
Kalman
  • Head0%(0)div 68%
  • Body0%(0)div 15%
  • Legs0%(0)div 16%
  • No strike data on record.
Berto
  • Head0%(0)div 68%
  • Body0%(0)div 15%
  • Legs0%(0)div 16%
  • No strike data on record.

Where each fighter lands significant strikes (career). “div” = the weight-class average.

Geza Kalman
CloseSSTDKDCtrl
  • LJoel Sutton1995
    KO/TKO · R1
    Kalman—/——/—
    Sutton—/——/—

Per-fight: SS & TD shown landed/attempted; Close = consensus closing line.

Dieusel Berto

No UFC fights on record.

Per-fight: SS & TD shown landed/attempted; Close = consensus closing line.