Giga Chikadze
"Ninja"
15-5-0
VS
Joanderson Brito
"Tubarao"
17-5-1
What Every Model Says
XGBoost
40.7%
59.3%
Joanderson Brito
LightGBM
currently viewing
39.4%
60.6%
Joanderson Brito
Logistic (Core)
38.8%
61.2%
Joanderson Brito
CatBoost
41.4%
58.6%
Joanderson Brito
Ensemble
40.8%
59.2%
Joanderson Brito
Click a model to view the fight through its eyes — probabilities, prediction and explanation update.
How It Ends
55%
Decision
27%
KO / TKO
18%
Submission
If it's a finish, which round
A separate model trained only on how fights end (not who wins) — 45%
estimated chance this fight is finished rather than going to a decision.
Why LightGBM leans this way
Giga Chikadze
Joanderson Brito
19%
13%
10%
7%
7%
5%
3%
3%
2%
2%
2%
2%
2%
2%
← pushes toward Giga Chikadze
pushes toward Joanderson Brito →
Bars show each factor's SHAP contribution to this specific prediction — how much it pushed
the win probability toward one fighter, given everything else the model knows. Percentages
are each factor's share of the total push across the top 30 factors.
Giga Chikadze
Win Streak
N/A
Finish Rate
N/A%
Avg Duration
15.3m
Last 5 fights (most recent first)
L
KO
L
DEC
L
DEC
W
DEC
L
DEC
Height:
183 cm
Weight:
145 lbs
Reach:
188 cm
Stance:
Orthodox
Joanderson Brito
Win Streak
2
Finish Rate
20%
Avg Duration
11.6m
Last 5 fights (most recent first)
W
SUB
W
DEC
L
DEC
L
DEC
W
KO
Height:
173 cm
Weight:
145 lbs
Reach:
183 cm
Stance:
Orthodox
Head-to-Head Stats
Giga Chikadze
ADVANTAGE
Joanderson Brito
Striking Accuracy
Strikes Landed/Min
Strikes Absorbed/Min
Striking Defense
Takedown Accuracy
Takedown Defense
Knockdowns/Fight
Avg Control Time (sec)
Strikes Per Round
Head Strike %
Body Strike %
Leg Strike %
Last 5 Win Rate
Last 5 Finish Rate