Gstaad Switzerland Clay Atp 250 Round of 32

Federico Cina vs Quentin Halys: AI Prediction | Games, Spread, Aces & Double Faults

Federico Cina

Rank: #174
42%
VS

Quentin Halys

Rank: #90
58%
Expected Total Games: 25.8
Predicted Winner: Quentin Halys

Why the Model Favors Quentin Halys

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

Age +3.5 Federico Cina
Recent record by level +3.2 Quentin Halys
Overall strength +2.4 Quentin Halys
Recent form +2.3 Quentin Halys
Overall record & opposition quality +2.0 Quentin Halys

Starting from an even matchup, these factors move the model to 58% for Quentin Halys. Computed with gradient-based attribution on our neural network — not editorial opinion. How to read this →

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Player Metrics

Federico Cina

Form Index: 56.9
ELO Rating: 1594.0
Glicko2 Rating: 1588.5
Current Fatigue (minutes): 169.0
Surface Strength:
Hard: 11.5
Clay: 16.3
Grass: 6.5
Serve Rating: 94.6
Return Rating: 92.2

Quentin Halys

Form Index: 38.3
ELO Rating: 1632.4
Glicko2 Rating: 1668.5
Current Fatigue (minutes): 0.0
Surface Strength:
Hard: 26.9
Clay: 18.5
Grass: 5.4
Serve Rating: 96.3
Return Rating: 82.7

Recent Matches

Federico Cina

  • Last Match: vs Calvin Hemery (2-0) clay Gstaad 81 min
  • 2nd Last Match: vs Patrick Zahraj (2-0) clay Gstaad 88 min
  • 3rd Last Match: vs Hugo Gaston (0-2) grass Wimbledon 174 min
  • 4th Last Match: vs Gianluca Cadenasso (2-0) grass Wimbledon 174 min
  • 5th Last Match: vs Jesper de Jong (0-3) clay Roland Garros 174 min

Quentin Halys

  • Last Match: vs Marcos Giron (0-3) grass Wimbledon 174 min
  • 2nd Last Match: vs Matteo Arnaldi (3-1) grass Wimbledon 174 min
  • 3rd Last Match: vs Ugo Humbert (0-2) grass Eastbourne 77 min
  • 4th Last Match: vs Giles Hussey (2-0) grass Eastbourne 82 min
  • 5th Last Match: vs Toby Samuel (0-2) grass Eastbourne 66 min

Head-to-Head (Last 2 Seasons)

0
Federico Cina
vs
0
Quentin Halys
Hard
0 - 0
Clay
0 - 0
Grass
0 - 0

Key Prediction Insights

At Gstaad (Switzerland), round of 32 on clay at an ATP 250 event, Quentin Halys is narrowly favored over Federico Cina. The model projects Halys to win with a 58.28% probability versus Cina’s 41.72%, and anticipates around 25.8 total games in the match.

Match Analysis

The model’s edge for Halys stems primarily from his stronger recent record at higher-level matches and his overall strength indicators, even though age slightly benefits Cina. Federico Cina brings the hotter immediate form here, with a form index of 56.86 and two straight wins at Gstaad (beating Calvin Hemery and Patrick Zahraj in straight sets), but he has accumulated 169 minutes on court this week and carries that fatigue into this meeting. Quentin Halys, ranked 90 to Cina’s 174 and with a higher Elo (1632.39 vs 1594.03), arrives physically fresh (0 minutes played in this event) — a clear plus on a demanding clay court. Surface metrics are close: Halys’ surface strength index (18.51) edges Cina’s (16.25) only marginally. Cina’s mean return index is notably superior (92.23 vs Halys’ 82.68), a gap greater than five points that suggests he’ll be the better breaker on slower clay. Serve profiles are similar (mean serve indices 94.59 for Cina and 96.34 for Halys), so there’s no large serving mismatch. Over the last three matches, Cina is 2-1 with two recent clay wins; Halys is 1-2 with mixed results on grass and some tough opposition, which is reflected in the model weighting his recent-level results and overall strength in the prediction.

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 Federico Cina versus Quentin Halys. 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 Federico Cina versus Quentin Halys. The curve rises from 0% to 100%, showing the cumulative probability for each games total threshold.

Games Spread Predictions

📈
Expected Games Spread (Federico Cina - Quentin Halys) +0.2 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 Federico Cina versus Quentin Halys. Positive values indicate Federico Cina winning more games, negative values indicate Quentin Halys winning more games.
Cumulative Probability (CDF)

Probability of spread ≤ X

Cumulative distribution function chart for games spread in Federico Cina versus Quentin Halys. The curve shows the cumulative probability for each spread threshold.

Aces and Double Faults Predictions

Aces prediction: the match is expected to produce about 12.84 aces in total. Predicted aces are tempered by clay’s slower, higher bounce that reduces free points. Double faults prediction: the expected double faults sit at 5.62; expected double faults could increase if rallies lengthen and fatigue takes hold, particularly for Cina after his earlier matches. Halys has a slightly higher serve index, which may marginally influence the ace count, but the surface will limit big-server returns.
🎯
Expected Total Aces 12.8 Most likely: 12 aces
Expected Total Double Faults 5.6 Most likely: 5 double faults

🎯 Aces Probability Distribution

Distribution

Probability of each ace count outcome

Probability distribution chart for total aces in Federico Cina versus Quentin Halys. 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 Federico Cina versus Quentin Halys. 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 Federico Cina versus Quentin Halys. 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 Federico Cina versus Quentin Halys. 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

45.7% Predicted: No tiebreak

Exact Score Distribution BO3

Probability of each set-by-set outcome (Federico Cina's perspective)

0-2 Most likely set score (33.9%)
Probability distribution of the final set score from Federico Cina's perspective. Format: BO3.

Final Prediction

Halys’ edge comes mainly from his recent record by level and marginally better overall strength metrics, combined with arriving fresh while Cina shows accumulated court time. Key factor to watch: Cina’s superior return performance versus Halys’ ability to hold serve under clay conditions — that duel will decide how many breaks and, ultimately, who advances.

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