Cincinnati OH, U.S.A. Hard Masters 1000 Quarterfinals

Thiago Agustin Tirante vs Arthur Fils: AI Prediction | Games, Spread, Aces & Double Faults

Thiago Agustin Tirante

Rank: #50
34%
VS

Arthur Fils

Rank: #21
66%
Expected Total Games: 24.1
Predicted Winner: Arthur Fils

Why the Model Favors Arthur Fils

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

Recent record by level +6.5 Arthur Fils
Overall strength +4.2 Arthur Fils
Surface fit +2.4 Arthur Fils
Recent form +1.9 Thiago Agustin Tirante
Overall record & opposition quality +1.2 Arthur Fils

Starting from an even matchup, these factors move the model to 66% for Arthur Fils. Computed with gradient-based attribution on our neural network, not editorial opinion. How to read this →

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Player Metrics

Thiago Agustin Tirante

Form Index: 79.8
ELO Rating: 1859.7
Glicko2 Rating: 1817.4
Current Fatigue (minutes): 610.0
Surface Strength:
Hard: 36.1
Clay: 28.5
Grass: 6.2
Serve Rating: 96.9
Return Rating: 89.1

Arthur Fils

Form Index: 62.7
ELO Rating: 1948.7
Glicko2 Rating: 1969.9
Current Fatigue (minutes): 299.0
Surface Strength:
Hard: 46.7
Clay: 40.9
Grass: 13.5
Serve Rating: 96.4
Return Rating: 87.5

Recent Matches

Thiago Agustin Tirante

  • Last Match: vs Jakub Mensik (2-1) hard Cincinnati 134 min
  • 2nd Last Match: vs Martin Landaluce (2-0) hard Cincinnati 136 min
  • 3rd Last Match: vs Novak Djokovic (2-1) hard Cincinnati 164 min
  • 4th Last Match: vs Jan Choinski (2-1) hard Cincinnati 176 min
  • 5th Last Match: vs Learner Tien (0-2) hard Toronto 109 min

Arthur Fils

  • Last Match: vs Alex de Minaur (2-0) hard Cincinnati 82 min
  • 2nd Last Match: vs Jiri Lehecka (2-1) hard Cincinnati 121 min
  • 3rd Last Match: vs Yannick Hanfmann (2-0) hard Cincinnati 96 min
  • 4th Last Match: vs Rafael Jodar (0-2) hard Toronto 102 min
  • 5th Last Match: vs Cameron Norrie (2-0) hard Toronto 103 min

Head-to-Head (Last 2 Seasons)

0
Thiago Agustin Tirante
vs
0
Arthur Fils
Hard
0 - 0
Clay
0 - 0
Grass
0 - 0

Key Prediction Insights

Cincinnati quarterfinal on hard courts at a Masters 1000 event sets up Thiago Agustin Tirante against Arthur Fils. The model favors Arthur Fils at 65.95% to win, with Tirante on 34.05%, and an expected total of about 24.11 games in the match.

Match Analysis

The model's edge for Arthur Fils is driven mainly by recent record by level, overall strength, and surface fit. Recent record by level contributes the most toward Fils, and that aligns with his higher Elo of 1948.66 versus Tirante’s 1859.65 and his superior ranking at 21 versus 50. Overall strength and overall record and opposition quality also tilt to Fils, reflecting steadier results against stronger opponents in this event. Tirante does push back through recent form, which is the only key factor favoring him, and his form index sits notably higher at 79.83 compared with Fils at 62.72. That recent form is visible in three straight wins in Cincinnati, including long matches (164, 136, 134 minutes). Those marathon wins explain Tirante’s elevated fatigue at 610 minutes on court, versus Fils’ 299 minutes. Surface strength favors Fils as well, with a surface strength index of 46.69 for Fils versus 36.05 for Tirante, suggesting Fils is a better fit to hard courts here. Mean serve and mean return indices are close between the two players, so serve and return profiles do not create a major differential on paper. Both players arrive having won their last three matches at this tournament. Fils has been efficient, with an 82 minute win over Alex de Minaur and a 121 minute match against Jiri Lehecka. Tirante’s trio of wins have been longer affairs, which contributes to the fatigue gap noted above.

Total Games Predictions

🎾
Expected Total Games in Match 24.1 Most likely outcome: 24 games

📊 Total Games Probability Distribution

Distribution

Probability of each total games outcome

Probability distribution chart for total games in Thiago Agustin Tirante versus Arthur Fils. 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 Thiago Agustin Tirante versus Arthur Fils. The curve rises from 0% to 100%, showing the cumulative probability for each games total threshold.

Games Spread Predictions

📈
Expected Games Spread (Thiago Agustin Tirante - Arthur Fils) -2.0 Most likely spread: -3 (Arthur Fils wins 3 more games)

📊 Games Spread Probability Distribution

Distribution

Probability of each games spread outcome

Probability distribution chart for games spread in Thiago Agustin Tirante versus Arthur Fils. Positive values indicate Thiago Agustin Tirante winning more games, negative values indicate Arthur Fils winning more games.
Cumulative Probability (CDF)

Probability of spread ≤ X

Cumulative distribution function chart for games spread in Thiago Agustin Tirante versus Arthur Fils. The curve shows the cumulative probability for each spread threshold.

Aces and Double Faults Predictions

The aces prediction for this match is 13.77 total, while the expected double faults are 4.69. On a medium-paced hard court, the predicted aces reflect a balance between big serving and return opportunities. Neither player has a significantly higher serve rating, so the predicted aces and predicted double faults remain moderate rather than extreme.
🎯
Expected Total Aces 13.8 Most likely: 13 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 Thiago Agustin Tirante versus Arthur Fils. 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 Thiago Agustin Tirante versus Arthur Fils. 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 Thiago Agustin Tirante versus Arthur Fils. 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 Thiago Agustin Tirante versus Arthur Fils. 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

44.5% Predicted: No tiebreak

Exact Score Distribution BO3

Probability of each set-by-set outcome (Thiago Agustin Tirante's perspective)

0-2 Most likely set score (42.4%)
Probability distribution of the final set score from Thiago Agustin Tirante's perspective. Format: BO3.

Final Prediction

Fils holds the edge largely because of recent record by level and a stronger overall profile, especially his higher Elo and cleaner path through the draw. Watch Tirante’s fatigue and endurance as the key factor that could determine whether his recent form carries him deeper into this match.

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