Wimbledon Great Britain Grass Grand Slam Round of 128

Karen Khachanov vs Billy Harris: AI Prediction | Games, Spread, Aces & Double Faults

Karen Khachanov

Rank: #22
82%
VS

Billy Harris

Rank: #155
18%
Expected Total Games: 37.8
Predicted Winner: Karen Khachanov

Why the Model Favors Karen Khachanov

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

Recent record by level +9.8 Karen Khachanov
Overall strength +8.4 Karen Khachanov
Surface fit +7.2 Karen Khachanov
Recent form +3.8 Karen Khachanov
Overall record & opposition quality +1.4 Karen Khachanov

Starting from an even matchup, these factors move the model to 82% for Karen Khachanov. Computed with gradient-based attribution on our neural network — not editorial opinion. How to read this →

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Player Metrics

Karen Khachanov

Form Index: 37.2
ELO Rating: 1666.5
Glicko2 Rating: 1681.5
Current Fatigue (minutes): 0.0
Surface Strength:
Hard: 24.3
Clay: 26.2
Grass: 30.2
Serve Rating: 97.2
Return Rating: 93.8

Billy Harris

Form Index: 42.7
ELO Rating: 1521.8
Glicko2 Rating: 1390.0
Current Fatigue (minutes): 522.0
Surface Strength:
Hard: 4.6
Clay: 0.2
Grass: 18.9
Serve Rating: 95.3
Return Rating: 86.6

Recent Matches

Karen Khachanov

  • Last Match: vs Ethan Quinn (1-2) grass Halle 120 min
  • 2nd Last Match: vs Jesper de Jong (2-3) clay Roland Garros 174 min
  • 3rd Last Match: vs Marco Trungelliti (3-1) clay Roland Garros 174 min
  • 4th Last Match: vs Arthur Gea (3-0) clay Roland Garros 174 min
  • 5th Last Match: vs Ugo Humbert (1-2) clay Hamburg 133 min

Billy Harris

  • Last Match: vs Yi Zhou (3-1) grass Wimbledon 174 min
  • 2nd Last Match: vs Zsombor Piros (2-0) grass Wimbledon 174 min
  • 3rd Last Match: vs Stefano Napolitano (2-0) grass Wimbledon 174 min
  • 4th Last Match: vs Coleman Wong (1-2) clay Roland Garros 174 min
  • 5th Last Match: vs Francisco Comesana (0-2) clay Rome 97 min

Head-to-Head (Last 2 Seasons)

0
Karen Khachanov
vs
0
Billy Harris
Hard
0 - 0
Clay
0 - 0
Grass
0 - 0

Key Prediction Insights

At Wimbledon in Great Britain, Round of 128 on grass in a grand slam setting, the model strongly favors Karen Khachanov to advance. Khachanov is projected to win with an 82.09% probability to Billy Harris’s 17.91%, with an expected total of about 37.82 games in the match.

Match Analysis

The model’s edge for Khachanov comes primarily from his recent record by level, overall strength and a better surface fit. Khachanov’s higher ranking (22 vs 155) and superior Elo (1670.2 vs 1521.6) underpin the “overall strength” advantage, while his surface strength index (30.15) outpaces Harris’s (18.85) by a notable margin—one reason the model gives weight to grass suitability. Recent form also nudges the prediction toward Khachanov, even though his last two results include tight losses at Halle and Roland Garros; those matches were long affairs and include a win over Trungelliti, giving him mixed but high-level recent exposure. Stat lines reinforce the gap: Khachanov posts a form index of 36.88 with a mean serve index of 97.22 and mean return index of 93.77. Harris shows a higher form index numerically (42.48) but carries heavy fatigue from this tournament (522 minutes on court) and a much lower surface strength (18.85). The mean return index gap is meaningful—Khachanov’s 93.77 versus Harris’s 86.61 (difference >5)—which suggests Khachanov is more comfortable applying pressure on return games. Over the last three matches Khachanov has one win and two close defeats across grass and clay, while Harris arrives on a three-match winning streak at Wimbledon but with long, draining matches.

Total Games Predictions

🎾
Expected Total Games in Match 37.8 Most likely outcome: 37 games

📊 Total Games Probability Distribution

Distribution

Probability of each total games outcome

Probability distribution chart for total games in Karen Khachanov versus Billy Harris. 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 Karen Khachanov versus Billy Harris. The curve rises from 0% to 100%, showing the cumulative probability for each games total threshold.

Games Spread Predictions

📈
Expected Games Spread (Karen Khachanov - Billy Harris) +4.0 Most likely spread: +4 (Karen Khachanov wins 4 more games)

📊 Games Spread Probability Distribution

Distribution

Probability of each games spread outcome

Probability distribution chart for games spread in Karen Khachanov versus Billy Harris. Positive values indicate Karen Khachanov winning more games, negative values indicate Billy Harris winning more games.
Cumulative Probability (CDF)

Probability of spread ≤ X

Cumulative distribution function chart for games spread in Karen Khachanov versus Billy Harris. The curve shows the cumulative probability for each spread threshold.

Aces and Double Faults Predictions

The aces prediction for the match is robust: the model’s predicted aces total is 19.5, with an expected double faults figure of 6.71. Grass typically inflates ace counts because of the low, fast bounce, and this matchup should follow that pattern. Neither player has a markedly higher serve rating (97.22 vs 95.27), so the expected aces will reflect both big serves and short points rather than dominance by a single server.
🎯
Expected Total Aces 19.5 Most likely: 19 aces
Expected Total Double Faults 6.7 Most likely: 6 double faults

🎯 Aces Probability Distribution

Distribution

Probability of each ace count outcome

Probability distribution chart for total aces in Karen Khachanov versus Billy Harris. 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 Karen Khachanov versus Billy Harris. 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 Karen Khachanov versus Billy Harris. Clay surface matches tend to produce more double faults due to fatigue in longer rallies.
Cumulative Probability (CDF)

Probability of double faults ≤ X

Cumulative distribution function chart for double faults in Karen Khachanov versus Billy Harris. 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

53.6% Predicted: Tiebreak likely

Exact Score Distribution BO5

Probability of each set-by-set outcome (Karen Khachanov's perspective)

3-0 Most likely set score (44.2%)
Probability distribution of the final set score from Karen Khachanov's perspective. Format: BO5.

Final Prediction

Khachanov’s projected edge is driven most by recent record by level, reinforced by superior ranking, Elo and better grass fit. The key factor to watch during the match is Harris’s fatigue and how effectively Khachanov converts his return advantage into breaks on the fast grass.

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