Washington DC, U.S.A. Hard Atp 500 Round of 32

Ugo Humbert vs Andres Martin: AI Prediction | Games, Spread, Aces & Double Faults

Ugo Humbert

Rank: #29
79%
VS

Andres Martin

Rank: #381
21%
Expected Total Games: 24.1
Predicted Winner: Ugo Humbert

Why the Model Favors Ugo Humbert

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

Overall strength +8.0 Ugo Humbert
Recent form +6.1 Ugo Humbert
Recent record by level +5.3 Ugo Humbert
Serve & return game +5.0 Ugo Humbert
Overall record & opposition quality +3.9 Ugo Humbert

Starting from an even matchup, these factors move the model to 79% for Ugo Humbert. Computed with gradient-based attribution on our neural network — not editorial opinion. How to read this →

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Player Metrics

Ugo Humbert

Form Index: 35.9
ELO Rating: 1676.0
Glicko2 Rating: 1761.9
Current Fatigue (minutes): 0.0
Surface Strength:
Hard: 28.8
Clay: 15.4
Grass: 15.9
Serve Rating: 97.3
Return Rating: 88.0

Andres Martin

Form Index: 31.0
ELO Rating: 1534.0
Glicko2 Rating: 1549.8
Current Fatigue (minutes): 240.0
Surface Strength:
Hard: 9.5
Clay: 10.3
Grass: 6.1
Serve Rating: 93.1
Return Rating: 84.9

Recent Matches

Ugo Humbert

  • Last Match: vs Zizou Bergs (2-3) grass Wimbledon 174 min
  • 2nd Last Match: vs Zizou Bergs (1-2) grass Eastbourne 124 min
  • 3rd Last Match: vs Jack Draper (2-0) grass Eastbourne 101 min
  • 4th Last Match: vs Quentin Halys (2-0) grass Eastbourne 77 min
  • 5th Last Match: vs Jenson Brooksby (2-0) grass Eastbourne 79 min

Andres Martin

Head-to-Head (Last 2 Seasons)

0
Ugo Humbert
vs
0
Andres Martin
Hard
0 - 0
Clay
0 - 0
Grass
0 - 0

Key Prediction Insights

This Washington, D.C. 500-level hard-court Round of 32 match projects as a clear edge for Ugo Humbert. The model favors Humbert to win with a 79.40% probability against Andres Martin’s 20.60%, and it anticipates a relatively short contest of about 24.08 total games.

Match Analysis

The model’s edge for Humbert stems primarily from overall strength and recent form: "Overall strength" adds +8.0 percentage points and "Recent form" +6.1 toward Humbert. That aligns with Humbert’s higher ranking (No. 29 vs No. 381), superior Elo (1676.04 vs 1533.96) and a stronger surface index (28.8 vs 9.46) on hard courts. Humbert arrives with zero accumulated tournament fatigue, while Martin shows 240 minutes already on court this week, a non-trivial factor on a physically demanding hard surface. Serve & return metrics also tilt toward Humbert and account for +5.0 points in the model. Humbert’s mean serve index (97.29) and return index (87.97) are slightly above Martin’s (serve 93.06, return 84.89), supporting the model’s view without any stark single-number dominance. Recent record by level (+5.3) and overall record/opposition quality (+3.9) further amplify Humbert’s advantage: his recent matches include a win over Jack Draper and competitive showings at higher-tier grass events, while Martin’s rise this week in Washington follows wins over lower-ranked opponents and comes with the fatigue of back-to-back matches. Form summary: Humbert is 1–2 in his last three matches but against strong opponents and with long contests; Martin is 2–1 in his last three, with two wins in Washington but one loss on clay earlier. The match history suggests Humbert’s consistency and higher-quality opposition have driven the model’s confidence.

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 Ugo Humbert versus Andres Martin. 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 Andres Martin. The curve rises from 0% to 100%, showing the cumulative probability for each games total threshold.

Games Spread Predictions

📈
Expected Games Spread (Ugo Humbert - Andres Martin) +3.2 Most likely spread: +3 (Ugo Humbert wins 3 more games)

📊 Games Spread Probability Distribution

Distribution

Probability of each games spread outcome

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

Probability of spread ≤ X

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

Aces and Double Faults Predictions

The predicted aces (aces prediction) for this match sit at 9.25 total, and the expected double faults (double faults prediction) at 3.84. On a medium-paced hard court, this aces prediction is reasonable—hard courts produce a moderate number of aces versus grass or clay. While Humbert’s serve index is higher, the difference is not large enough to forecast a dramatic spike in aces solely from one player; expect both servers to contribute to the predicted aces total. The expected double faults remain modest and consistent with two players who generally manage serve errors.
🎯
Expected Total Aces 9.2 Most likely: 9 aces
Expected Total Double Faults 3.8 Most likely: 3 double faults

🎯 Aces Probability Distribution

Distribution

Probability of each ace count outcome

Probability distribution chart for total aces in Ugo Humbert versus Andres Martin. 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 Andres Martin. 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 Andres Martin. 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 Andres Martin. 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

39.3% Predicted: No tiebreak

Exact Score Distribution BO3

Probability of each set-by-set outcome (Ugo Humbert's perspective)

2-0 Most likely set score (52.5%)
Probability distribution of the final set score from Ugo Humbert's perspective. Format: BO3.

Final Prediction

Humbert’s edge is driven chiefly by overall strength and recent form. Keep an eye on Martin’s early-match energy—if fatigue from his earlier matches shows up, Humbert’s superior baseline consistency and returning ability should close this in straight sets.

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