Toronto Canada Hard Masters 1000 Round of 32

Tallon Griekspoor vs Matteo Arnaldi: AI Prediction | Games, Spread, Aces & Double Faults

Tallon Griekspoor

Rank: #67
46%
VS

Matteo Arnaldi

Rank: #35
54%
Expected Total Games: 25.8
Predicted Winner: Matteo Arnaldi

Why the Model Favors Matteo Arnaldi

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

Serve & return game +3.2 Tallon Griekspoor
Head-to-head +3.0 Matteo Arnaldi
Recent record by level +2.8 Matteo Arnaldi
Age +1.6 Matteo Arnaldi
Recent form +0.6 Tallon Griekspoor

Starting from an even matchup, these factors move the model to 54% for Matteo Arnaldi. Computed with gradient-based attribution on our neural network, not editorial opinion. How to read this →

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Player Metrics

Tallon Griekspoor

Form Index: 27.9
ELO Rating: 1647.9
Glicko2 Rating: 1646.8
Current Fatigue (minutes): 264.0
Surface Strength:
Hard: 37.6
Clay: 18.7
Grass: 13.4
Serve Rating: 97.6
Return Rating: 86.8

Matteo Arnaldi

Form Index: 53.1
ELO Rating: 1721.1
Glicko2 Rating: 1676.8
Current Fatigue (minutes): 126.0
Surface Strength:
Hard: 14.6
Clay: 34.2
Grass: 4.1
Serve Rating: 94.7
Return Rating: 86.1

Recent Matches

Tallon Griekspoor

Matteo Arnaldi

Head-to-Head (Last 2 Seasons)

0
Tallon Griekspoor
vs
1
Matteo Arnaldi
Hard
0 - 0
Clay
0 - 1
Grass
0 - 0

Key Prediction Insights

At the Toronto Masters 1000 in Canada, Round of 32 on hard courts, Matteo Arnaldi is narrowly favored to upset Tallon Griekspoor. The model projects Arnaldi to win with a 54.23% probability versus 45.77% for Griekspoor, and anticipates about 25.78 total games in the match.

Match Analysis

The model’s edge for Arnaldi is driven principally by head-to-head history and recent results at this level, while the serve-and-return component actually nudges toward Griekspoor. Griekspoor (rank 67) arrives with a strong mean serve index (97.61) and a high mean return index (86.79), plus a solid hard-court surface strength (37.64). Arnaldi (rank 35) posts a higher form index (53.15 vs 27.86) and a superior Elo (1721.07 vs 1647.90), suggesting better recent competitiveness and rating-based consistency. Fatigue is notable: Griekspoor has logged 264 minutes already this week compared with Arnaldi’s 126, which favors the fresher Italian. Over their most recent three matches, Griekspoor has wins over Zverev and Sonego at Toronto but a prior loss to Tabilo, showing resilience but some inconsistency. Arnaldi’s recent slate includes a Toronto victory over Fabian Marozsan, with defeats to Musetti and Dzumhur in other events; his higher form index reflects a stronger trend despite mixed outcomes. Neither player shows a >5-point gap in mean serve (difference ≈2.9) or return indices (difference ≈0.7), so serving/return quality is comparable even if the model gives a small edge to Griekspoor in that sub-area.

Total Games Predictions

🎾
Expected Total Games in Match 25.8 Most likely outcome: 25 games

📊 Total Games Probability Distribution

Distribution

Probability of each total games outcome

Probability distribution chart for total games in Tallon Griekspoor versus Matteo Arnaldi. 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 Tallon Griekspoor versus Matteo Arnaldi. The curve rises from 0% to 100%, showing the cumulative probability for each games total threshold.

Games Spread Predictions

📈
Expected Games Spread (Tallon Griekspoor - Matteo Arnaldi) -0.0 Most likely spread: 0 (even number of games won)

📊 Games Spread Probability Distribution

Distribution

Probability of each games spread outcome

Probability distribution chart for games spread in Tallon Griekspoor versus Matteo Arnaldi. Positive values indicate Tallon Griekspoor winning more games, negative values indicate Matteo Arnaldi winning more games.
Cumulative Probability (CDF)

Probability of spread ≤ X

Cumulative distribution function chart for games spread in Tallon Griekspoor versus Matteo Arnaldi. The curve shows the cumulative probability for each spread threshold.

Aces and Double Faults Predictions

The aces prediction sits at 15.43 for the match while the double faults prediction is 6.04. On medium-paced hard courts, the predicted aces reflect a balanced surface that rewards both serve power and accuracy; the expected double faults are moderate. Given there’s no significant serve-rating gap, the predicted aces largely reflect both players’ comparable serve indices rather than a single dominant big server.
🎯
Expected Total Aces 15.4 Most likely: 15 aces
Expected Total Double Faults 6.0 Most likely: 6 double faults

🎯 Aces Probability Distribution

Distribution

Probability of each ace count outcome

Probability distribution chart for total aces in Tallon Griekspoor versus Matteo Arnaldi. 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 Tallon Griekspoor versus Matteo Arnaldi. 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 Tallon Griekspoor versus Matteo Arnaldi. 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 Tallon Griekspoor versus Matteo Arnaldi. 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

49.6% Predicted: No tiebreak

Exact Score Distribution BO3

Probability of each set-by-set outcome (Tallon Griekspoor's perspective)

0-2 Most likely set score (29.1%)
Probability distribution of the final set score from Tallon Griekspoor's perspective. Format: BO3.

Final Prediction

Arnaldi’s projected win leans on head-to-head and recent results at this level—those are the clearest drivers favoring him—while Griekspoor’s superior serve-and-return profile keeps the match tight. Key factor to watch: whether Griekspoor’s heavier minutes this week blunt his serve effectiveness late in sets.

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