Cincinnati OH, U.S.A. Hard Masters 1000 Round of 128

Nuno Borges vs Thanasi Kokkinakis: AI Prediction | Games, Spread, Aces & Double Faults

Nuno Borges

Rank: #55
63%
VS

Thanasi Kokkinakis

Rank: #434
37%
Expected Total Games: 29.5
Predicted Winner: Nuno Borges

Why the Model Favors Nuno Borges

The factors that drove this prediction, measured in win-probability points.

Overall strength +12.4 Nuno Borges
Recent record by level +3.8 Nuno Borges
Recent form +3.4 Nuno Borges
Surface fit +3.2 Thanasi Kokkinakis
Serve & return game +1.1 Thanasi Kokkinakis

Starting from an even matchup, these factors move the model to 63% for Nuno Borges. Computed with gradient-based attribution on our neural network, not editorial opinion. How to read this →

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Player Metrics

Nuno Borges

Form Index: 47.5
ELO Rating: 1728.4
Glicko2 Rating: 1725.2
Current Fatigue (minutes): 0.0
Surface Strength:
Hard: 26.2
Clay: 24.0
Grass: 22.0
Serve Rating: 96.7
Return Rating: 88.2

Thanasi Kokkinakis

Form Index: 33.3
ELO Rating: 1498.5
Glicko2 Rating: 1568.2
Current Fatigue (minutes): 0.0
Surface Strength:
Hard: 14.5
Clay: 11.8
Grass: 4.4
Serve Rating: 95.5
Return Rating: 83.6

Recent Matches

Nuno Borges

Thanasi Kokkinakis

Head-to-Head (Last 2 Seasons)

0
Nuno Borges
vs
0
Thanasi Kokkinakis
Hard
0 - 0
Clay
0 - 0
Grass
0 - 0

Key Prediction Insights

At Cincinnati in Ohio, a hard court Masters 1000 first round match pits Nuno Borges against Thanasi Kokkinakis. The model favors Nuno Borges to win, 63.16% to 36.84%, with a predicted total of about 29.5 games in the match.

Match Analysis

The model's edge for Borges is driven mainly by overall strength and recent results by level, with additional support from form. Borges enters ranked 55 with an Elo of 1728 and a form index of 47.46. He has zero tournament fatigue. His surface strength index is 26.16. Borges posts a strong mean serve index of 96.72 and a high mean return index of 88.21, which underline his balanced game on hard courts. The explainability engine assigns +12.4 percentage points to Borges from overall strength, and smaller positive contributions from recent record by level (+3.8) and recent form (+3.4). Kokkinakis is a longshot on paper. He is ranked 434, with an Elo of 1498 and a lower form index of 33.31. His surface strength index is 14.51, and his serve and return indices are 95.54 and 83.62 respectively. The model gives Kokkinakis modest credit for surface fit (+3.2) and a small edge for serve and return (+1.1), reflecting that hard courts can suit his game. Still, those gains do not offset the gap in overall metrics. Recent form summaries support the split. Borges has two straight straight set wins followed by a three set loss in Toronto, showing good recent volume on hard courts. Kokkinakis comes in without a win in his last three recorded matches, though those matches included long, competitive affairs. That contrast in recent outcomes feeds the prediction toward Borges.

Total Games Predictions

🎾
Expected Total Games in Match 29.5 Most likely outcome: 30 games

📊 Total Games Probability Distribution

Distribution

Probability of each total games outcome

Probability distribution chart for total games in Nuno Borges versus Thanasi Kokkinakis. The X-axis shows possible total games values and the Y-axis shows the predicted probability percentage for each outcome.
Cumulative Probability (CDF)

Probability of total games ≤ X

Cumulative distribution function chart for total games in Nuno Borges versus Thanasi Kokkinakis. The curve rises from 0% to 100%, showing the cumulative probability for each games total threshold.

Games Spread Predictions

📈
Expected Games Spread (Nuno Borges - Thanasi Kokkinakis) +2.4 Most likely spread: +2 (Nuno Borges wins 2 more games)

📊 Games Spread Probability Distribution

Distribution

Probability of each games spread outcome

Probability distribution chart for games spread in Nuno Borges versus Thanasi Kokkinakis. Positive values indicate Nuno Borges winning more games, negative values indicate Thanasi Kokkinakis winning more games.
Cumulative Probability (CDF)

Probability of spread ≤ X

Cumulative distribution function chart for games spread in Nuno Borges versus Thanasi Kokkinakis. The curve shows the cumulative probability for each spread threshold.

Aces and Double Faults Predictions

The aces prediction for the match is about 19.7 combined, and the double faults prediction is about 5.44. On medium paced hard courts, the predicted aces reflect two strong servers producing a moderate to high ace count. Both players have high serve indices, which supports the predicted aces total, while the expected double faults remain modest.
🎯
Expected Total Aces 19.7 Most likely: 19 aces
Expected Total Double Faults 5.4 Most likely: 5 double faults

🎯 Aces Probability Distribution

Distribution

Probability of each ace count outcome

Probability distribution chart for total aces in Nuno Borges versus Thanasi Kokkinakis. Higher ace counts are more likely on faster surfaces like grass.
Cumulative Probability (CDF)

Probability of aces ≤ X

Cumulative distribution function chart for total aces in Nuno Borges versus Thanasi Kokkinakis. The curve shows the cumulative probability for each aces threshold.

Double Faults Probability Distribution

Distribution

Probability of each double fault count outcome

Probability distribution chart for double faults in Nuno Borges versus Thanasi Kokkinakis. The chart shows the predicted probability for each double-fault count.
Cumulative Probability (CDF)

Probability of double faults ≤ X

Cumulative distribution function chart for double faults in Nuno Borges versus Thanasi Kokkinakis. The curve shows the cumulative probability for each double faults threshold.

🎯 Match Format Predictions

Tiebreak Likelihood

Probability that any tiebreak is played in this match

51.0% Predicted: Tiebreak likely

Exact Score Distribution BO3

Probability of each set-by-set outcome (Nuno Borges's perspective)

2-0 Most likely set score (36.0%)
Probability distribution of the final set score from Nuno Borges's perspective. Format: BO3.

Final Prediction

Borges holds the edge primarily because of overall strength as captured by ranking, Elo and form. The key factor to watch is Borges ability to convert his strong return numbers into breaks against Kokkinakis, whose surface comfort and serving moments could keep the match tight.

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