Toronto Canada Hard Masters 1000 Round of 32

Casper Ruud vs Joao Fonseca: AI Prediction | Games, Spread, Aces & Double Faults

Casper Ruud

Rank: #13
41%
VS

Joao Fonseca

Rank: #27
59%
Expected Total Games: 24.2
Predicted Winner: Joao Fonseca

Why the Model Favors Joao Fonseca

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

Serve & return game +3.4 Joao Fonseca
Head-to-head +3.3 Joao Fonseca
Age +2.7 Joao Fonseca
Recent record by level +1.9 Casper Ruud
Overall strength +1.3 Casper Ruud

Starting from an even matchup, these factors move the model to 59% for Joao Fonseca. Computed with gradient-based attribution on our neural network, not editorial opinion. How to read this →

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Player Metrics

Casper Ruud

Form Index: 41.6
ELO Rating: 1850.4
Glicko2 Rating: 1864.0
Current Fatigue (minutes): 59.0
Surface Strength:
Hard: 31.3
Clay: 42.8
Grass: 22.2
Serve Rating: 97.2
Return Rating: 89.9

Joao Fonseca

Form Index: 63.4
ELO Rating: 1845.1
Glicko2 Rating: 1831.1
Current Fatigue (minutes): 110.0
Surface Strength:
Hard: 37.3
Clay: 36.0
Grass: 19.0
Serve Rating: 96.2
Return Rating: 87.6

Recent Matches

Casper Ruud

Joao Fonseca

Head-to-Head (Last 2 Seasons)

0
Casper Ruud
vs
1
Joao Fonseca
Hard
0 - 0
Clay
0 - 1
Grass
0 - 0

Key Prediction Insights

At the Toronto Masters 1000, Round of 32 on hard courts, Joao Fonseca is marginally favored over Casper Ruud. The model projects Fonseca to win with a 59.33% chance versus Ruud’s 40.67%, and expects about 24.23 total games in the match.

Match Analysis

The model’s edge for Fonseca comes mainly from the serve & return dynamic and head-to-head context, with a smaller contribution from age. Fonseca’s recent Toronto win over Stefanos Tsitsipas (110 minutes) illustrates his capacity to execute on both first-strike serving and timely returns under pressure—factors that nudged the projection 3.4 and 3.3 percentage points respectively toward him. The model also gives a modest age-related advantage to Fonseca (2.7 points), which reinforces the tilt despite other offsets. Looking at the numbers, Ruud is the higher-ranked player at 13 (Fonseca 27) and carries an Elo of 1850.40 versus Fonseca’s 1845.13. Ruud’s form index sits at 41.59 while Fonseca’s is stronger at 63.45. Fatigue favors Ruud (59.0 minutes on court so far) relative to Fonseca (110.0 minutes). Surface strength index: Ruud 31.32, Fonseca 37.28. Both players show similarly elite serving profiles (Ruud mean serve 97.22; Fonseca 96.24) and strong returns (Ruud 89.90; Fonseca 87.58) so there isn’t a large serve/return divergence on paper. Over their last three matches, Ruud has two wins and a recent straight-sets victory in Toronto after mixed clay results in Gstaad. Fonseca also has two wins in that span, highlighted by the high-quality upset of Tsitsipas and two lengthy grass-court matches at Wimbledon, including a heavy loss to Safiullin.

Total Games Predictions

🎾
Expected Total Games in Match 24.2 Most likely outcome: 24 games

📊 Total Games Probability Distribution

Distribution

Probability of each total games outcome

Probability distribution chart for total games in Casper Ruud versus Joao Fonseca. 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 Casper Ruud versus Joao Fonseca. The curve rises from 0% to 100%, showing the cumulative probability for each games total threshold.

Games Spread Predictions

📈
Expected Games Spread (Casper Ruud - Joao Fonseca) -0.9 Most likely spread: -1 (Joao Fonseca wins 1 more games)

📊 Games Spread Probability Distribution

Distribution

Probability of each games spread outcome

Probability distribution chart for games spread in Casper Ruud versus Joao Fonseca. Positive values indicate Casper Ruud winning more games, negative values indicate Joao Fonseca winning more games.
Cumulative Probability (CDF)

Probability of spread ≤ X

Cumulative distribution function chart for games spread in Casper Ruud versus Joao Fonseca. The curve shows the cumulative probability for each spread threshold.

Aces and Double Faults Predictions

The aces prediction for the contest is 11.68 total, with an expected double faults figure of 4.71. On medium-paced hard courts, predicted aces are moderate—hard courts reward consistent big serving but not to the extremes of grass. Neither player shows a significantly higher serve rating, so the predicted aces and expected double faults reflect two strong servers operating on a balanced surface.
🎯
Expected Total Aces 11.7 Most likely: 11 aces
Expected Total Double Faults 4.7 Most likely: 4 double faults

🎯 Aces Probability Distribution

Distribution

Probability of each ace count outcome

Probability distribution chart for total aces in Casper Ruud versus Joao Fonseca. 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 Casper Ruud versus Joao Fonseca. 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 Casper Ruud versus Joao Fonseca. 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 Casper Ruud versus Joao Fonseca. 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

48.0% Predicted: No tiebreak

Exact Score Distribution BO3

Probability of each set-by-set outcome (Casper Ruud's perspective)

0-2 Most likely set score (33.1%)
Probability distribution of the final set score from Casper Ruud's perspective. Format: BO3.

Final Prediction

Fonseca’s slight edge is driven chiefly by the serve & return factor (and supported by head-to-head and age adjustments), combined with his stronger recent form. Watch the early service holds and return games—if Fonseca sustains first-serve effectiveness, the model’s projection is likely to hold.

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