Indian Wells CA, U.S.A. Hard Masters 1000 Round of 64

Karen Khachanov vs Joao Fonseca: AI Prediction | Games, Aces & Double Faults

Karen Khachanov

Rank: #16
58%
VS

Joao Fonseca

Rank: #38
42%
Expected Total Games: 24.8
Predicted Winner: Karen Khachanov

Player Metrics

Karen Khachanov

Form Index: 44.5
ELO Rating: 1893.0
Glicko2 Rating: 1732.7
Current Fatigue (minutes): 0.0
Surface Strength:
Hard: 9.7
Clay: 17.4
Grass: 19.6
Serve Rating: 73.4
Return Rating: 52.0

Joao Fonseca

Form Index: 44.0
ELO Rating: 1231.1
Glicko2 Rating: 1552.3
Current Fatigue (minutes): 102.0
Surface Strength:
Hard: 11.8
Clay: 11.7
Grass: 12.2
Serve Rating: 97.0
Return Rating: 90.1

Recent Matches

Karen Khachanov

  • Last Match: vs Jenson Brooksby (0-2) hard Dubai 103 min
  • 2nd Last Match: vs Alexander Shevchenko (2-1) hard Dubai 132 min
  • 3rd Last Match: vs Carlos Alcaraz (1-2) hard Doha 146 min
  • 4th Last Match: vs Marton Fucsovics (2-1) hard Doha 121 min
  • 5th Last Match: vs Shintaro Mochizuki (2-1) hard Doha 115 min

Joao Fonseca

  • Last Match: vs Raphael Collignon (2-0) hard Indian Wells 102 min
  • 2nd Last Match: vs Ignacio Buse (1-2) clay Rio 146 min
  • 3rd Last Match: vs Thiago Monteiro (2-0) clay Rio 94 min
  • 4th Last Match: vs Alejandro Tabilo (1-2) clay Buenos Aires 144 min
  • 5th Last Match: vs Eliot Spizzirri (1-3) hard Australian Open 174 min

Head-to-Head (Last 2 Seasons)

1
Karen Khachanov
vs
0
Joao Fonseca
Hard
1 - 0
Clay
0 - 0
Grass
0 - 0

Key Prediction Insights

At Indian Wells in California, Round of 64 action on hard courts sets up a contrasting stylistic clash in this Masters 1000 event: 16th-ranked Karen Khachanov faces 38th-ranked Joao Fonseca. The model favors Khachanov to advance (57.61% chance) over Fonseca (42.39%), with a predicted total of about 24.8 games in the match — pointing to a relatively tight, likely straight-sets contest with a handful of service breaks.

Match Analysis

Khachanov arrives with a significantly higher Elo (1893) and the superior tour rank (16 vs 38), and his form index (44.52) is almost identical to Fonseca’s (44.03), so recent rhythm is comparable. Fatigue is a clear differentiator: Khachanov shows 0 minutes on court in this event whereas Fonseca has already logged 102 minutes, which could matter over long rallies and late in sets. Both players have low surface strength indices on hard (Khachanov 9.70, Fonseca 11.81), indicating neither is disproportionately favored on this surface by that metric. Serve and return profiles diverge sharply. Fonseca’s mean serve index (96.95) is markedly higher than Khachanov’s (73.37) — a gap well over 5 points — and his mean return index (90.06) also dwarfs Khachanov’s (51.97), another large differential. Those numbers suggest Fonseca can produce free points on serve and is aggressive on return, while Khachanov’s game leans more on baseline power and standard service production. Recent form: Khachanov is 1-2 in his last three hard-court matches (wins over Shevchenko, losses to Brooksby and Alcaraz), while Fonseca is coming off a straight-sets win at Indian Wells and a mixed clay swing in Rio (one win, one loss). Match lengths for recent contests indicate both can play long when needed.

Total Games Predictions

🎾
Expected Total Games in Match 24.8 Most likely outcome: 24 games

📊 Total Games Probability Distribution

Distribution

Probability of each total games outcome

Cumulative Probability (CDF)

Probability of total games ≤ X

Aces and Double Faults Predictions

The aces prediction sits at about 21.2 for the match with expected double faults near 4.9. On a medium-paced hard court, that level of predicted aces is plausible — hard courts reward big servers but are not as serve-dominant as grass. Given Fonseca’s much higher serve rating, the predicted aces are likely to be driven by him; conversely, the expected double faults remain modest, so double faults prediction should not be a decisive factor.
🎯
Expected Total Aces 21.2 Most likely: 21 aces
Expected Total Double Faults 4.9 Most likely: 4 double faults

🎯 Aces Probability Distribution

Distribution

Probability of each ace count outcome

Cumulative Probability (CDF)

Probability of aces ≤ X

Double Faults Probability Distribution

Distribution

Probability of each double fault count outcome

Cumulative Probability (CDF)

Probability of double faults ≤ X

Final Prediction

Khachanov’s edge comes from higher Elo and ranking plus being fresher at this stage of the event, which offsets Fonseca’s superior raw serve and return indices. The key to watch: how Fonseca converts his serve power into free points and whether Khachanov can neutralize that with depth and movement; that matchup of serving versus returning will likely decide the outcome.

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