COMPARE FIGHTERS

Toshiya Ishii

Toshiya Ishii

10-2-2

Super Bantamweight

vs
Ryuya Nihei

Ryuya Nihei

13-3-2

Featherweight

FIGHT PREDICTION
Moderate Confidence
PREDICTED WINNER
Toshiya Ishii
PREDICTED METHOD
📋 Decision
Ishii Nihei
56%
44%
📊 Analysis

Our model predicts Toshiya Ishii to defeat Ryuya Nihei with a 56% probability (moderate confidence). This fight is expected to go to the scorecards. Key advantages: activity & recency, ko power, and win rate & record.

🔑 Key Factors
📅 Activity & Recency Ishii
Ishii (4 fights in 2 yrs) vs Nihei (1 fights in 2 yrs)
💥 KO Power Ishii
Ishii (50% KO rate) vs Nihei (15% KO rate)
🥊 Experience & Durability Nihei
Ishii 14 fights vs Nihei 18 fights; Win streaks: Ishii 0, Nihei 1; Stoppage losses: Ishii 2, Nihei 0
📊 Win Rate & Record Ishii
Ishii (79%) vs Nihei (78%)
Prediction generated by a logistic regression model trained on 12,530+ historical fights. Boxing is unpredictable: any fighter can win on any given night.
For Entertainment Purposes Only

Our predictions are generated by a logistic regression model that learned which factors matter most from thousands of historical fight outcomes. Results in boxing are inherently unpredictable, and past performance does not guarantee future outcomes.


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