Kitzbuhel Austria Clay Atp 250 Quarterfinals

Yannick Hanfmann vs Sebastian Baez: AI Prediction | Games, Spread, Aces & Double Faults

Yannick Hanfmann

Rank: #52
63%
VS

Sebastian Baez

Rank: #56
37%
Expected Total Games: 25.3
Predicted Winner: Yannick Hanfmann

Why the Model Favors Yannick Hanfmann

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

Serve & return game +8.3 Yannick Hanfmann
Recent record by level +4.1 Yannick Hanfmann
Surface fit +3.9 Yannick Hanfmann
Recent form +3.4 Yannick Hanfmann
Age +3.3 Sebastian Baez

Starting from an even matchup, these factors move the model to 63% for Yannick Hanfmann. Computed with gradient-based attribution on our neural network — not editorial opinion. How to read this →

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Player Metrics

Yannick Hanfmann

Form Index: 46.4
ELO Rating: 1661.5
Glicko2 Rating: 1732.0
Current Fatigue (minutes): 206.0
Surface Strength:
Hard: 24.6
Clay: 23.3
Grass: 15.6
Serve Rating: 97.5
Return Rating: 88.5

Sebastian Baez

Form Index: 44.0
ELO Rating: 1615.1
Glicko2 Rating: 1722.5
Current Fatigue (minutes): 253.0
Surface Strength:
Hard: 19.4
Clay: 19.0
Grass: 9.7
Serve Rating: 94.9
Return Rating: 88.8

Recent Matches

Yannick Hanfmann

  • Last Match: vs Marco Trungelliti (2-0) clay Kitzbuhel 102 min
  • 2nd Last Match: vs Lukas Neumayer (2-0) clay Kitzbuhel 104 min
  • 3rd Last Match: vs Valentin Vacherot (1-2) clay Gstaad 129 min
  • 4th Last Match: vs Pedro Martinez (2-0) clay Gstaad 96 min
  • 5th Last Match: vs Karen Khachanov (0-3) grass Wimbledon 174 min

Sebastian Baez

  • Last Match: vs Arthur Rinderknech (2-1) clay Kitzbuhel 144 min
  • 2nd Last Match: vs Miomir Kecmanovic (2-1) clay Kitzbuhel 109 min
  • 3rd Last Match: vs Andrey Rublev (0-2) clay Bastad 59 min
  • 4th Last Match: vs Jesper de Jong (2-0) clay Bastad 69 min
  • 5th Last Match: vs Max Dahlin (2-1) clay Bastad 111 min

Head-to-Head (Last 2 Seasons)

1
Yannick Hanfmann
vs
0
Sebastian Baez
Hard
0 - 0
Clay
1 - 0
Grass
0 - 0

Key Prediction Insights

In Kitzbühel’s quarterfinals on clay, Yannick Hanfmann meets Sebastian Baez with a spot in the semis on the line at this 250-level event in Austria. The model favours Hanfmann (63.21%) over Baez (36.79%) and projects a relatively short, competitive affair of about 25.3 total games.

Match Analysis

The model’s edge for Hanfmann comes mainly from the serve & return game, supported by recent results at this level and a slightly better fit to clay. Hanfmann’s Elo (1661.55) and rank (52) sit ahead of Baez (Elo 1615.09, rank 56), and his surface strength index (23.30) is measurably higher than Baez’s (18.97), aligning with the surface-fit lift in the model. Serve & return contributed +8.3 percentage points toward Hanfmann; while both players show similar mean serve (Hanfmann 97.45, Baez 94.95) and mean return indices (Hanfmann 88.48, Baez 88.77), Hanfmann’s overall combination of serving and returning metrics underpins that factor. Recent record by level (+4.1) and recent form (+3.4) also favour Hanfmann. He’s won his two Kitzbühel matches in straight sets (against Trungelliti and Neumayer) after a three-set loss in Gstaad; his form index is 46.36. Baez arrives having fought through two three-set wins here (Rinderknech, Kecmanovic) but with greater cumulative court time (253 minutes vs Hanfmann’s 206) and a slightly lower form index (44.02). Age slightly nudges toward Baez (+3.3 points) in the model, reflecting factors tied to career trajectory, but it’s not enough to offset Hanfmann’s advantages.

Total Games Predictions

🎾
Expected Total Games in Match 25.3 Most likely outcome: 25 games

📊 Total Games Probability Distribution

Distribution

Probability of each total games outcome

Probability distribution chart for total games in Yannick Hanfmann 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 Yannick Hanfmann 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 (Yannick Hanfmann - Sebastian Baez) +1.3 Most likely spread: +1 (Yannick Hanfmann wins 1 more games)

📊 Games Spread Probability Distribution

Distribution

Probability of each games spread outcome

Probability distribution chart for games spread in Yannick Hanfmann versus Sebastian Baez. Positive values indicate Yannick Hanfmann 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 Yannick Hanfmann versus Sebastian Baez. The curve shows the cumulative probability for each spread threshold.

Aces and Double Faults Predictions

The aces prediction is modest: the match is expected to yield about 9.46 aces, and the predicted aces figure is tempered by clay’s slower pace and higher bounce, which reduces free points. Expected double faults are 3.39; the clay surface and Baez’s heavier minutes this week make an elevated double faults prediction plausible. Neither player’s serve index is far enough apart to suggest a large skew in ace generation.
🎯
Expected Total Aces 9.5 Most likely: 9 aces
Expected Total Double Faults 3.4 Most likely: 3 double faults

🎯 Aces Probability Distribution

Distribution

Probability of each ace count outcome

Probability distribution chart for total aces in Yannick Hanfmann 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 Yannick Hanfmann versus Sebastian Baez. 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 Yannick Hanfmann versus Sebastian Baez. 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 Yannick Hanfmann versus Sebastian Baez. 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

38.7% Predicted: No tiebreak

Exact Score Distribution BO3

Probability of each set-by-set outcome (Yannick Hanfmann's perspective)

2-0 Most likely set score (40.5%)
Probability distribution of the final set score from Yannick Hanfmann's perspective. Format: BO3.

Final Prediction

Hanfmann’s advantage traces back chiefly to the serve & return game as the top model driver, reinforced by his recent straight-set wins here and better clay fit. Watch the second-serve resilience and fatigue late in matches — those elements are likely to decide the tight rallies that determine the quarterfinal.

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