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UFC Fight Night: Bader vs. Nogueira
Johnny Eduardo
Johnny Eduardo
27-10 · BRA
VS
Manvel Gamburyan
Manvel Gamburyan
15-9 · USA
November 19, 2016 · Sao Paulo, Sao Paulo, Brazil
Bantamweight · 3 rounds
136.0lb
Weigh-in
136.0lb
Johnny Eduardo def. Manvel Gamburyan by KO/TKO (Punch), R2 0:46
Performance
Round by round
SSTDKDCtrl
R1
Eduardo12/330/000:25
Gamburyan10/220/200:00
R2 · 0:46
Eduardo14/210/010:06
Gamburyan1/20/100:00
Total
Eduardo26/540/010:31
Gamburyan11/240/300:00

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
EduardoWin probabilityGamburyan
48.1%51.9%
KO / TKO
18%
Submission
26%
Decision
56%
Expected fight time: 10.3 min
What drives the pick

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

Predicted outcomes
Eduardo48%
Wins by
Model
Equity
Mkt
KO / TKO12%26%
Submission12%25%
Decision24%49%
Predicted output
Sig. strikes36 (2046)act 26
Takedowns0.1 (0.00.1)act 0
Gamburyan52%
Wins by
Model
Equity
Mkt
KO / TKO6%11%
Submission14%27%
Decision32%62%
Predicted output
Sig. strikes28 (1537)act 11
Takedowns1.6 (0.04.0)act 0
Combined totals~64 sig strikes~1.7 takedownsmkt —
How it ends
mkt —
R131%
R29%
R34%
Distance56%
Fighter props
Most sig. strikestie 1.7%
Eduardo
59.9%-156
Gamburyan
+15638.5%
Most takedownstie 29.6%
Eduardo
4.5%+1472
Gamburyan
-147265.9%
Significant strikes — over/under
Eduardo
Expected: 35.7
35.5
Over 35.5
42.9%
+133
Under 35.5
57.1%
-133
04590
Gamburyan
Expected: 28.2
28
Over 28
41.8%
+134
Exactly 28
2.3%
push
Under 28
55.9%
-134
03671
Takedowns — over/under
Eduardo
Expected: 0.1
0
Over 0
10.4%
Exactly 0
89.6%
push
Under 0
0.0%
035
Gamburyan
Expected: 1.6
1.5
Over 1.5
49.0%
+104
Under 1.5
51.0%
-104
035

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 10.3 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
Final
ModelMarketGapLine
To win
Eduardo48.1%56.2%−8.1-140
Gamburyan51.9%43.8%+8.1+120

Market % is the de-vigged (no-vig) consensus across the books that price both fighters; the line is the average across books with the min–max range in parentheses. Gap is the model minus the market in points (+ = the model rates that outcome above the market). Thin or one-sided markets are flagged or left blank rather than shown as a fabricated %. Shown for context, not as a bet — the closing line is the sharpest public price and the model trails it on average. For 5-round bouts the model splits its round-3+ finish mass into rounds 3–5 by the historical within-bucket rate, so the over-3.5 / 4.5 lines carry a model estimate.

Trait web
61.4Striking57.3
Eduardo +4.0
20.5Grappling61.5
Gamburyan +41.1
Str/minStr accStr defAbsorbedTD/15TD accTD defSubs
Hover a point to see the values
EduardoGamburyan
Tale of the tape
Ratings (Elo)
1536
Pound-for-pound
1513
1537
Divisional
1530
1493
Striking offense
1461
1519
Striking defense
1502
1470
Grappling offense
1534
1503
Grappling defense
1486
Physical
38 yrs
Age
35 yrs
5'7"
Height
5'5"
71"
Reach
67"
Orthodox
Stance
Orthodox
Striking (UFC career)
2.14
Strikes landed / min
1.95
33%
Strike accuracy
40%
2.57
Strikes absorbed / min
3.05
69%
Strike defense
55%
Grappling (UFC career)
0.00
Takedowns / 15 min
3.23
0%
Takedown accuracy
34%
58%
Takedown defense
69%
0.3
Sub attempts / 15 min
0.9
Form & résumé
50%
UFC win rate
43%
-1
Win/loss streak
-1
50%
Last-5 win rate
40%
50%
Finish rate
50%
Recent opp. quality
345
Days since last fight
217
Recent form (last 5 UFC)
Johnny Eduardo
  • LAljamain SterlingSUB R2
    Close +47011mo before
  • WEddie WinelandKO/TKO R1
    Close +7352y 6mo before
  • WJeff CurranU-DEC R3
    Close -1204y 6mo before
  • LRaphael AssuncaoU-DEC R3
    Close +1455y 3mo before
Manvel Gamburyan
  • LJohn DodsonKO/TKO R1
    Close +4007mo before
  • WScott JorgensenU-DEC R3
    Close -2001y 4mo before
  • WCody GibsonSUB R2
    Close +1452y 2mo before
  • LNik LentzU-DEC R3
    Close +4602y 6mo before
  • WCole MillerU-DEC R3
    Close -1403y 3mo before
Eduardo — win / loss by method
Record: 27-10-0

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
9 wins, 1 loss
W
33% of wins
L
10% of losses
Submission
11 wins, 7 losses
W
41% of wins
L
70% of losses
Decision
7 wins, 2 losses
W
26% of wins
L
20% of losses
UFC
2win2loss0draw0NC
WinsLosses
1 (50%)KO/TKO(0%) 0
0 (0%)Submission(50%) 1
1 (50%)Decision(50%) 1
Non-UFC
25win8loss0draw0NC
WinsLosses
8 (32%)KO/TKO(13%) 1
11 (44%)Submission(75%) 6
6 (24%)Decision(13%) 1
Gamburyan — win / loss by method
Record: 15-9-0, 1 NC

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
2 wins, 3 losses
W
13% of wins
L
33% of losses
Submission
7 wins, 1 loss
W
47% of wins
L
11% of losses
Decision
6 wins, 5 losses
W
40% of wins
L
56% of losses
UFC
6win7loss0draw1NC
WinsLosses
0 (0%)KO/TKO(29%) 2
3 (50%)Submission(14%) 1
3 (50%)Decision(57%) 4
Non-UFC
9win2loss0draw0NC
WinsLosses
2 (22%)KO/TKO(50%) 1
4 (44%)Submission(0%) 0
3 (33%)Decision(50%) 1

Profiles

Experience
Eduardo
Gamburyan
4
UFC fights
14
43.9 min · 11.0 avg
Octagon time
139.3 min · 9.9 avg
29y 9m
Career length
27y 6m
UFC schedule strength

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

Eduardo
Gamburyan
83W–27L · 75.5%
Overall
173W–70L · 71.2%
56W–23L · 70.9%
Wins
76W–39L · 66.1%
27W–4L · 87.1%
Losses
97W–31L · 75.8%
Non-UFC schedule strength
Eduardo
Gamburyan
105W–49L · 68.2%
Overall
86W–16L · 84.3%
81W–43L · 65.3%
Wins
58W–15L · 79.5%
24W–6L · 80.0%
Losses
28W–1L · 96.6%
1 of Eduardo's non-UFC opponents have no record in our data, so this is understated. Refresh data to fill them in.
Distance striking
Eduardo
Gamburyan
2.59
Landed / min
2.84
32.0%
Accuracy
33.4%
76.2%
Defense
62.4%
0.34
Knockdowns / 15 min
0.11
78.3%
Time at distance
42.8%
Grappling & control
Eduardo
Gamburyan
0.00
Takedowns / 15 min
3.23
0.0%
Takedown accuracy
33.7%
58.3%
Takedown defense
69.4%
0.34
Sub attempts / 15 min
0.86
1.4%
Control share
53.4%
Strike target map
Eduardo
  • Head46%(43)div 63%
  • Body13%(12)div 21%
  • Legs41%(39)div 16%
Gamburyan
  • Head64%(174)div 63%
  • Body16%(43)div 21%
  • Legs20%(54)div 16%

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

Johnny Eduardo
CloseSSTDKDCtrl

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

Manvel Gamburyan
CloseSSTDKDCtrl

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