Washington DC, U.S.A. Hard Atp 500 Round of 16

Ugo Humbert vs Ben Shelton: AI Prediction | Games, Spread, Aces & Double Faults

Ugo Humbert

Rank: #29
35%
VS

Ben Shelton

Rank: #8
65%
Expected Total Games: 24.3
Predicted Winner: Ben Shelton

Why the Model Favors Ben Shelton

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

Recent record by level +4.8 Ben Shelton
Overall strength +3.8 Ben Shelton
Head-to-head +2.9 Ben Shelton
Serve & return game +2.1 Ben Shelton
Surface fit +1.3 Ben Shelton

Starting from an even matchup, these factors move the model to 65% for Ben Shelton. 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: 42.2
ELO Rating: 1688.0
Glicko2 Rating: 1767.4
Current Fatigue (minutes): 81.0
Surface Strength:
Hard: 29.4
Clay: 15.4
Grass: 15.9
Serve Rating: 97.3
Return Rating: 88.1

Ben Shelton

Form Index: 30.8
ELO Rating: 1746.2
Glicko2 Rating: 1878.9
Current Fatigue (minutes): 129.0
Surface Strength:
Hard: 38.1
Clay: 27.7
Grass: 37.0
Serve Rating: 97.2
Return Rating: 85.3

Recent Matches

Ugo Humbert

  • Last Match: vs Andres Martin (2-0) hard Washington 81 min
  • 2nd Last Match: vs Zizou Bergs (2-3) grass Wimbledon 174 min
  • 3rd Last Match: vs Zizou Bergs (1-2) grass Eastbourne 124 min
  • 4th Last Match: vs Jack Draper (2-0) grass Eastbourne 101 min
  • 5th Last Match: vs Quentin Halys (2-0) grass Eastbourne 77 min

Ben Shelton

  • Last Match: vs Martin Damm (2-1) hard Washington 129 min
  • 2nd Last Match: vs Otto Virtanen (2-3) grass Wimbledon 174 min
  • 3rd Last Match: vs Taylor Fritz (1-2) grass Halle 165 min
  • 4th Last Match: vs Ethan Quinn (2-1) grass Halle 137 min
  • 5th Last Match: vs Lorenzo Sonego (2-0) grass Halle 79 min

Head-to-Head (Last 2 Seasons)

0
Ugo Humbert
vs
1
Ben Shelton
Hard
0 - 1
Clay
0 - 0
Grass
0 - 0

Key Prediction Insights

At the Washington 500-level hard-court event in DC, Ben Shelton is forecast to advance from the round of 16 against Ugo Humbert. The model gives Shelton a 65.09% chance of winning versus 34.91% for Humbert, with an expected total of about 24.27 games in the match.

Match Analysis

The model’s edge for Shelton comes mainly from recent record by level and overall strength; those two factors together tilt the prediction toward him, with additional support from head-to-head history, serve & return metrics, and surface fit. Shelton’s higher Elo (1746.21) and #8 ranking contrast with Humbert’s Elo of 1687.96 and #29 ranking, which feed the overall-strength advantage. Recent-record-by-level favors Shelton because he has navigated deeper or tougher match contexts recently, while Humbert’s results show more inconsistency across event levels. Looking at the specifics, Humbert arrives with a stronger form index (42.16 vs Shelton’s 30.81) and a marginally better mean return index (88.11 vs 85.33), which supports his ability to create break chances. Shelton’s surface strength index is modestly higher (38.15 vs 29.42), and his serve index is essentially level with Humbert’s (both ~97), so serve power alone isn’t a differentiator. Fatigue is a noticeable factor: Shelton has logged 129 minutes in this event versus Humbert’s 81, which could influence tight moments. Over the last three matches Humbert won his Washington opener (2-0) but dropped two grass-court matches to Zizou Bergs; Shelton also won his Washington opener in three sets but fell in two longer grass battles at Wimbledon and Halle.

Total Games Predictions

🎾
Expected Total Games in Match 24.3 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 Ben Shelton. 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 Ben Shelton. The curve rises from 0% to 100%, showing the cumulative probability for each games total threshold.

Games Spread Predictions

📈
Expected Games Spread (Ugo Humbert - Ben Shelton) -1.4 Most likely spread: -2 (Ben Shelton 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 Ben Shelton. Positive values indicate Ugo Humbert winning more games, negative values indicate Ben Shelton winning more games.
Cumulative Probability (CDF)

Probability of spread ≤ X

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

Aces and Double Faults Predictions

The aces prediction for this match sits at about 17.94 total, while the expected double faults are roughly 5.73. On a medium-paced hard court that rewards both big servers and returners equally, the predicted aces reflect two strong servers but not a grass-like spike; the expected double faults are moderate. Neither player posts a significantly higher serve rating, so the predicted aces come from both players contributing rather than one dominating the tally.
🎯
Expected Total Aces 17.9 Most likely: 17 aces
Expected Total Double Faults 5.7 Most likely: 5 double faults

🎯 Aces Probability Distribution

Distribution

Probability of each ace count outcome

Probability distribution chart for total aces in Ugo Humbert versus Ben Shelton. 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 Ben Shelton. 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 Ben Shelton. 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 Ben Shelton. 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

52.5% Predicted: Tiebreak likely

Exact Score Distribution BO3

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

0-2 Most likely set score (37.0%)
Probability distribution of the final set score from Ugo Humbert's perspective. Format: BO3.

Final Prediction

Shelton’s projected advantage is driven first and foremost by recent record by level and his overall strength metrics. The key factor to watch will be fatigue—Shelton’s heavier minutes in the event versus Humbert’s fresher legs may decide whether Shelton’s edge holds through the tight games.

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