Madrid Spain Clay Masters 1000 Round of 64

Ugo Humbert vs Terence Atmane: AI Prediction | Games, Spread, Aces & Double Faults

Ugo Humbert

Rank: #34
52%
VS

Terence Atmane

Rank: #47
48%
Expected Total Games: 23.4
Predicted Winner: Ugo Humbert

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Player Metrics

Ugo Humbert

Form Index: 45.1
ELO Rating: 1702.1
Glicko2 Rating: 1761.2
Current Fatigue (minutes): 0.0
Surface Strength:
Hard: 57.6
Clay: 39.3
Grass: 41.2
Serve Rating: 82.4
Return Rating: 63.6

Terence Atmane

Form Index: 64.2
ELO Rating: 1641.5
Glicko2 Rating: 1630.4
Current Fatigue (minutes): 75.0
Surface Strength:
Hard: 55.0
Clay: 39.5
Grass: 41.1
Serve Rating: 98.6
Return Rating: 91.9

Recent Matches

Ugo Humbert

Terence Atmane

Head-to-Head (Last 2 Seasons)

1
Ugo Humbert
vs
0
Terence Atmane
Hard
1 - 0
Clay
0 - 0
Grass
0 - 0

Key Prediction Insights

Madrid, round of 64 on clay at a Masters 1000 event pits Ugo Humbert against Terence Atmane in a tight opener. The model gives Humbert the edge — predicted winner Ugo Humbert (52.33%) over Terence Atmane (47.67%) — with a projected 23.41 total games in the match.

Match Analysis

Humbert arrives as the higher-ranked player (No. 34) with the stronger Elo (1702.09) but a middling recent form index (45.12). He shows a solid mean serve index (82.36) and a respectable return (63.65); his surface strength on clay is moderate (39.32) and he has no accumulated fatigue in this Madrid event. Atmane (Rank 47, Elo 1641.50) carries a higher form index (64.16) and notably superior serving and returning metrics: mean serve index 98.63 and mean return index 91.95. The differences in serve and return (+16 and +28 points respectively) are meaningful and will shape the tactical battle. Over their last three matches, Humbert has mixed results: a straight-sets loss to Jannik Sinner in Monte Carlo, a routine win over Moïse Kouamé, and a straight-sets defeat to Francisco Cerúndolo in Miami. Atmane has recent clay traction — a straight-sets win over Miomir Kecmanović in Madrid, but prior long, draining matches in Barcelona and Monte Carlo where he fell in three sets. That history, plus a listed 75 minutes of tournament fatigue, suggests he’s already put minutes into his legs here.

Total Games Predictions

🎾
Expected Total Games in Match 23.4 Most likely outcome: 23 games

📊 Total Games Probability Distribution

Distribution

Probability of each total games outcome

Probability distribution chart for total games in Ugo Humbert versus Terence Atmane. 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 Ugo Humbert versus Terence Atmane. The curve rises from 0% to 100%, showing the cumulative probability for each games total threshold.

Games Spread Predictions

📈
Expected Games Spread (Ugo Humbert - Terence Atmane) -1.4 Most likely spread: -2 (Terence Atmane wins 2 more games)

📊 Games Spread Probability Distribution

Distribution

Probability of each games spread outcome

Probability distribution chart for games spread in Ugo Humbert versus Terence Atmane. Positive values indicate Ugo Humbert winning more games, negative values indicate Terence Atmane winning more games.
Cumulative Probability (CDF)

Probability of spread ≤ X

Cumulative distribution function chart for games spread in Ugo Humbert versus Terence Atmane. The curve shows the cumulative probability for each spread threshold.

Aces and Double Faults Predictions

The aces prediction leans modest: predicted aces for the match are 11.21, while the double faults prediction gives expected double faults of 4.83. Clay typically suppresses ace totals and can elevate double faults as rallies and matches extend; here Atmane’s much higher serve rating should boost the ace count, but the surface will blunt some of that benefit.
🎯
Expected Total Aces 11.2 Most likely: 11 aces
Expected Total Double Faults 4.8 Most likely: 4 double faults

🎯 Aces Probability Distribution

Distribution

Probability of each ace count outcome

Probability distribution chart for total aces in Ugo Humbert versus Terence Atmane. 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 Ugo Humbert versus Terence Atmane. 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 Ugo Humbert versus Terence Atmane. 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 Ugo Humbert versus Terence Atmane. The curve shows the cumulative probability for each double faults threshold.

Final Prediction

Humbert’s higher rank and Elo, plus freshness in Madrid, are why he gets the narrow edge. The key factor to watch is Atmane’s serve-return firepower — if his serving holds up on clay and fatigue doesn’t bite, he can easily turn this into an upset.

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