Winston Salem NC, U.S.A. Hard Atp 250 Round of 32

Hugo Grenier vs Sebastian Baez: AI Prediction | Games, Spread, Aces & Double Faults

Hugo Grenier

Rank: #258
28%
VS

Sebastian Baez

Rank: #53
72%
Expected Total Games: 24.4
Predicted Winner: Sebastian Baez

Why the Model Favors Sebastian Baez

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

Recent form +11.9 Sebastian Baez
Overall strength +5.0 Sebastian Baez
Overall record & opposition quality +3.1 Sebastian Baez
Serve & return game +3.0 Hugo Grenier
Recent record by level +2.4 Sebastian Baez

Starting from an even matchup, these factors move the model to 72% for Sebastian Baez. Computed with gradient-based attribution on our neural network, not editorial opinion. How to read this →

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Player Metrics

Hugo Grenier

Form Index: 32.4
ELO Rating: 1516.6
Glicko2 Rating: 1580.9
Current Fatigue (minutes): 317.0
Surface Strength:
Hard: 16.9
Clay: 7.0
Grass: 3.5
Serve Rating: 95.5
Return Rating: 89.0

Sebastian Baez

Form Index: 41.3
ELO Rating: 1621.0
Glicko2 Rating: 1710.0
Current Fatigue (minutes): 0.0
Surface Strength:
Hard: 20.6
Clay: 17.8
Grass: 9.7
Serve Rating: 95.0
Return Rating: 88.8

Recent Matches

Hugo Grenier

  • Last Match: vs Roman Safiullin (2-1) hard Winston Salem 139 min
  • 2nd Last Match: vs Mees Rottgering (0-2) hard Winston Salem 107 min
  • 3rd Last Match: vs Neil Oberleitner (2-0) hard Winston Salem 71 min
  • 4th Last Match: vs Jaime Faria (0-2) grass Wimbledon 174 min
  • 5th Last Match: vs Lloyd Harris (0-2) clay Roland Garros 174 min

Sebastian Baez

Head-to-Head (Last 2 Seasons)

0
Hugo Grenier
vs
0
Sebastian Baez
Hard
0 - 0
Clay
0 - 0
Grass
0 - 0

Key Prediction Insights

This round of 32 match at Winston-Salem in North Carolina is on a hard court at an ATP 250 level event. The model favors Sebastian Baez to win, with a 72.20% probability versus Hugo Grenier at 27.80%. The projected total games for the match is about 24.36.

Match Analysis

The model’s edge for Baez is driven mainly by recent form and overall strength. Recent form accounts for a 11.9 percentage point swing toward Baez, supported by his higher form index of 41.28 versus Grenier’s 32.38 and a superior Elo rating of 1621.02 compared with Grenier’s 1516.59. Overall strength and record versus opposition also push the prediction toward Baez, reflected in Baez’s top 60 ranking (53) while Grenier is ranked 258. Recent record by level adds further weight to Baez, albeit more modestly. Serve and return factors nudge slightly toward Grenier by 3.0 points in the explainability output. Both players show similar serve and return indices (Grenier mean serve 95.49, mean return 89.00; Baez mean serve 94.96, mean return 88.75), so the matchup should be competitive from the baseline and on serve. Fatigue is a contrasting data point. Grenier arrives with 317 minutes logged in this event, while Baez shows zero minutes of accumulated fatigue here. Surface strength indices are low for both, with Baez at 20.59 and Grenier at 16.90. Form over the last three matches is mixed. Grenier has two wins and one loss at Winston-Salem, including a recent three set win over Roman Safiullin and a straight sets defeat to Mees Rottgering. Baez has one win and two losses in his last three, beating Grigor Dimitrov but falling to Learner Tien and Zizou Bergs in recent hard court outings.

Total Games Predictions

🎾
Expected Total Games in Match 24.4 Most likely outcome: 23 games

📊 Total Games Probability Distribution

Distribution

Probability of each total games outcome

Probability distribution chart for total games in Hugo Grenier versus Sebastian Baez. 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 Hugo Grenier versus Sebastian Baez. The curve rises from 0% to 100%, showing the cumulative probability for each games total threshold.

Games Spread Predictions

📈
Expected Games Spread (Hugo Grenier - Sebastian Baez) -2.8 Most likely spread: -3 (Sebastian Baez wins 3 more games)

📊 Games Spread Probability Distribution

Distribution

Probability of each games spread outcome

Probability distribution chart for games spread in Hugo Grenier versus Sebastian Baez. Positive values indicate Hugo Grenier winning more games, negative values indicate Sebastian Baez winning more games.
Cumulative Probability (CDF)

Probability of spread ≤ X

Cumulative distribution function chart for games spread in Hugo Grenier versus Sebastian Baez. The curve shows the cumulative probability for each spread threshold.

Aces and Double Faults Predictions

The aces prediction calls for about 9.5 total aces in the match, with predicted aces split roughly 6.05 for Grenier and 3.50 for Baez. The expected double faults total is 6.14, split about 3.63 for Grenier and 2.54 for Baez. Hard courts here are medium paced and tend to produce a moderate number of aces relative to other surfaces. Given the similar serve indices, the per player ace projections quantify a slight serving advantage to Grenier, with 6.05 predicted aces versus 3.50 for Baez.
🎯
Expected Total Aces 9.5 Most likely: 7 aces Per player: Hugo Grenier 6.0 + Sebastian Baez 3.5
Expected Total Double Faults 6.1 Most likely: 5 double faults Per player: Hugo Grenier 3.6 + Sebastian Baez 2.5

🎯 Aces Probability Distribution

Distribution

Probability of each ace count outcome

Probability distribution chart for total aces in Hugo Grenier versus Sebastian Baez. 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 Hugo Grenier versus Sebastian Baez. The curve shows the cumulative probability for each aces threshold.

🎯 Aces by Player

Hugo Grenier

Expected 6.0 aces

Probability distribution for the aces Hugo Grenier serves in this match.
Sebastian Baez

Expected 3.5 aces

Probability distribution for the aces Sebastian Baez serves in this match.

Double Faults Probability Distribution

Distribution

Probability of each double fault count outcome

Probability distribution chart for double faults in Hugo Grenier versus Sebastian Baez. The chart shows the predicted probability for each double-fault count.
Cumulative Probability (CDF)

Probability of double faults ≤ X

Cumulative distribution function chart for double faults in Hugo Grenier versus Sebastian Baez. The curve shows the cumulative probability for each double faults threshold.

Double Faults by Player

Hugo Grenier

Expected 3.6 double faults

Probability distribution for the double faults Hugo Grenier serves in this match.
Sebastian Baez

Expected 2.5 double faults

Probability distribution for the double faults Sebastian Baez serves in this match.

🎯 Match Format Predictions

Tiebreak Likelihood

Probability that any tiebreak is played in this match

38.8% Predicted: No tiebreak

Exact Score Distribution BO3

Probability of each set-by-set outcome (Hugo Grenier's perspective)

0-2 Most likely set score (44.2%)
Probability distribution of the final set score from Hugo Grenier's perspective. Format: BO3.

Final Prediction

Baez’s advantage stems primarily from recent form and greater overall strength, as captured by his higher form index, Elo, and ranking. A key factor to watch will be Grenier’s serving consistency, since his projected aces come with a higher expected double fault count that could shape tight service games.

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