Mallorca Spain Grass Atp 250 Round of 16

Murphy Cassone vs Ethan Quinn: AI Prediction | Games, Spread, Aces & Double Faults

Murphy Cassone

Rank: #292
32%
VS

Ethan Quinn

Rank: #66
68%
Expected Total Games: 24.7
Predicted Winner: Ethan Quinn

Why the Model Favors Ethan Quinn

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

Surface fit +5.8 Ethan Quinn
Recent form +5.8 Ethan Quinn
Overall strength +4.0 Ethan Quinn
Serve & return game +1.9 Murphy Cassone
Fatigue & recent workload +1.2 Ethan Quinn

Starting from an even matchup, these factors move the model to 68% for Ethan Quinn. Computed with gradient-based attribution on our neural network — not editorial opinion. How to read this →

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Player Metrics

Murphy Cassone

Form Index: 37.3
ELO Rating: 1532.3
Glicko2 Rating: 1531.2
Current Fatigue (minutes): 198.0
Surface Strength:
Hard: 11.9
Clay: 8.9
Grass: 6.6
Serve Rating: 96.6
Return Rating: 91.9

Ethan Quinn

Form Index: 30.8
ELO Rating: 1549.4
Glicko2 Rating: 1603.4
Current Fatigue (minutes): 79.0
Surface Strength:
Hard: 25.7
Clay: 15.9
Grass: 14.6
Serve Rating: 96.0
Return Rating: 85.9

Recent Matches

Murphy Cassone

  • Last Match: vs Alex Molcan (1-2) grass Mallorca 135 min
  • 2nd Last Match: vs Filippo Romano (2-0) grass Mallorca 63 min
  • 3rd Last Match: vs Mattia Bellucci (1-2) hard Miami 162 min
  • 4th Last Match: vs Francesco Maestrelli (2-0) hard Miami 103 min
  • 5th Last Match: vs Tristan Schoolkate (0-2) hard Delray Beach 97 min

Ethan Quinn

Head-to-Head (Last 2 Seasons)

0
Murphy Cassone
vs
0
Ethan Quinn
Hard
0 - 0
Clay
0 - 0
Grass
0 - 0

Key Prediction Insights

Mallorca, Spain — round of 16 on grass at this 250-level event sets up a contrast in styles and recent workload. The model projects Ethan Quinn to win (67.78%) over Murphy Cassone (32.22%), with a predicted total of about 24.7 games in the match.

Match Analysis

The model’s edge for Quinn comes mainly from surface fit and recent form. Quinn’s surface-strength index (14.61 vs Cassone’s 6.63) is a clear advantage on the quick, low-bouncing grass courts; that surface preference contributes strongly to his higher win probability. Recent form also favors Quinn: he’s 2-1 in his last three matches on grass (wins over Royer and Khachanov, loss to Shelton) while Cassone is 1-2 over his last three, with a hard-court loss and two grass outings including a tight three-set defeat to Molcan. Quinn’s slightly higher Elo (1549.4 vs 1532.3) and much stronger tour ranking (66 vs 292) further underpin the overall-strength factor in his favor. Serve and return dynamics provide some balance: Cassone’s mean return index (91.88) is notably higher than Quinn’s (85.88) — a difference greater than five points — which helps explain the small model tilt toward Cassone for serve & return. Both players post very similar mean serve indices (Cassone 96.62, Quinn 95.99), so neither looks to dominate purely as a bigger server. Fatigue is another practical factor: Cassone arrives with heavy minutes in Mallorca (198 minutes) versus Quinn’s lighter workload (79 minutes), a modest advantage for Quinn on recovery and freshness.

Total Games Predictions

🎾
Expected Total Games in Match 24.7 Most likely outcome: 24 games

📊 Total Games Probability Distribution

Distribution

Probability of each total games outcome

Probability distribution chart for total games in Murphy Cassone versus Ethan Quinn. 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 Murphy Cassone versus Ethan Quinn. The curve rises from 0% to 100%, showing the cumulative probability for each games total threshold.

Games Spread Predictions

📈
Expected Games Spread (Murphy Cassone - Ethan Quinn) -2.6 Most likely spread: -3 (Ethan Quinn wins 3 more games)

📊 Games Spread Probability Distribution

Distribution

Probability of each games spread outcome

Probability distribution chart for games spread in Murphy Cassone versus Ethan Quinn. Positive values indicate Murphy Cassone winning more games, negative values indicate Ethan Quinn winning more games.
Cumulative Probability (CDF)

Probability of spread ≤ X

Cumulative distribution function chart for games spread in Murphy Cassone versus Ethan Quinn. The curve shows the cumulative probability for each spread threshold.

Aces and Double Faults Predictions

The aces prediction for the match is high: the model’s predicted aces stand at 14.72, reflecting grass’s boost to free points. The expected double faults are 5.59 — a moderate figure consistent with aggressive serving on a fast surface. Because their mean serve ratings are near-equal, the predicted aces are driven more by surface speed than a single dominant server.
🎯
Expected Total Aces 14.7 Most likely: 14 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 Murphy Cassone versus Ethan Quinn. 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 Murphy Cassone versus Ethan Quinn. 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 Murphy Cassone versus Ethan Quinn. 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 Murphy Cassone versus Ethan Quinn. 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

50.0% Predicted: No tiebreak

Exact Score Distribution BO3

Probability of each set-by-set outcome (Murphy Cassone's perspective)

0-2 Most likely set score (41.6%)
Probability distribution of the final set score from Murphy Cassone's perspective. Format: BO3.

Final Prediction

Quinn’s advantage is ultimately driven by surface fit — he’s better suited to quick grass courts and enters this match fresher. Watch the return battle and Cassone’s ability to convert break chances; his superior return index is the key variable that could swing a short, low-game affair.

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