Halle Germany Grass Atp 500 Round of 32

Joao Fonseca vs Yannick Hanfmann: AI Prediction | Games, Spread, Aces & Double Faults

Joao Fonseca

Rank: #25
64%
VS

Yannick Hanfmann

Rank: #59
36%
Expected Total Games: 27.4
Predicted Winner: Joao Fonseca

Why the Model Favors Joao Fonseca

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

Serve & return game +9.9 Yannick Hanfmann
Age +6.3 Joao Fonseca
Overall strength +3.9 Joao Fonseca
Recent record by level +3.0 Joao Fonseca
Recent form +3.0 Joao Fonseca

Starting from an even matchup, these factors move the model to 64% for Joao Fonseca. Computed with gradient-based attribution on our neural network — not editorial opinion. How to read this →

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Player Metrics

Joao Fonseca

Form Index: 48.2
ELO Rating: 1870.5
Glicko2 Rating: 1848.3
Current Fatigue (minutes): 0.0
Surface Strength:
Hard: 35.3
Clay: 36.0
Grass: 19.8
Serve Rating: 95.3
Return Rating: 92.2

Yannick Hanfmann

Form Index: 33.1
ELO Rating: 1619.9
Glicko2 Rating: 1719.3
Current Fatigue (minutes): 0.0
Surface Strength:
Hard: 24.3
Clay: 22.1
Grass: 13.4
Serve Rating: 95.5
Return Rating: 85.8

Recent Matches

Joao Fonseca

  • Last Match: vs Jakub Mensik (0-3) clay Roland Garros 174 min
  • 2nd Last Match: vs Casper Ruud (3-1) clay Roland Garros 174 min
  • 3rd Last Match: vs Novak Djokovic (3-2) clay Roland Garros 174 min
  • 4th Last Match: vs Dino Prizmic (3-2) clay Roland Garros 174 min
  • 5th Last Match: vs Luka Pavlovic (3-0) clay Roland Garros 174 min

Yannick Hanfmann

  • Last Match: vs Mattia Bellucci (1-2) grass Stuttgart 149 min
  • 2nd Last Match: vs Aleksandar Kovacevic (2-0) grass Stuttgart 110 min
  • 3rd Last Match: vs Hamad Medjedovic (1-3) clay Roland Garros 174 min
  • 4th Last Match: vs Luciano Darderi (0-2) clay Hamburg 113 min
  • 5th Last Match: vs Max Schoenhaus (2-1) clay Hamburg 135 min

Head-to-Head (Last 2 Seasons)

0
Joao Fonseca
vs
0
Yannick Hanfmann
Hard
0 - 0
Clay
0 - 0
Grass
0 - 0

Key Prediction Insights

Halle, Germany — Round of 32 on grass at a 500-level event. The model gives Joao Fonseca the edge over Yannick Hanfmann, projecting a 63.58% chance for Fonseca to win versus 36.42% for Hanfmann, with an expected total of about 27.45 games in the match.

Match Analysis

The model’s prediction is shaped by competing forces: the strongest single factor is the serve & return matchup, which actually leans toward Hanfmann, but Fonseca’s advantages in age and overall strength push the projection in his favor. Fonseca arrives ranked 25 with an Elo of 1870.5 and a form index of 48.21; Hanfmann is 59th with an Elo of 1619.9 and a form index of 33.05. Neither player carries tournament fatigue into this meeting. On grass both players show modest surface profiles, though Fonseca’s surface strength index (19.84) is higher than Hanfmann’s (13.39), suggesting slightly better adaptation to the quick court. Serve metrics are close — mean serve indices are essentially level — but Fonseca’s mean return index (92.19) is more than six points higher than Hanfmann’s (85.83), a meaningful gap on a surface that typically shortens return time. That return advantage offsets Hanfmann’s model-favored serve/return combination. Recent form favors Fonseca as well: his last three matches include two wins followed by a loss in Paris, whereas Hanfmann has a mixed run with a win and a loss on grass at Stuttgart and an earlier clay defeat. Those recent-record and recent-form factors nudge the model slightly toward Fonseca.

Total Games Predictions

🎾
Expected Total Games in Match 27.4 Most likely outcome: 27 games

📊 Total Games Probability Distribution

Distribution

Probability of each total games outcome

Probability distribution chart for total games in Joao Fonseca versus Yannick Hanfmann. 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 Joao Fonseca versus Yannick Hanfmann. The curve rises from 0% to 100%, showing the cumulative probability for each games total threshold.

Games Spread Predictions

📈
Expected Games Spread (Joao Fonseca - Yannick Hanfmann) +1.1 Most likely spread: +1 (Joao Fonseca wins 1 more games)

📊 Games Spread Probability Distribution

Distribution

Probability of each games spread outcome

Probability distribution chart for games spread in Joao Fonseca versus Yannick Hanfmann. Positive values indicate Joao Fonseca winning more games, negative values indicate Yannick Hanfmann winning more games.
Cumulative Probability (CDF)

Probability of spread ≤ X

Cumulative distribution function chart for games spread in Joao Fonseca versus Yannick Hanfmann. The curve shows the cumulative probability for each spread threshold.

Aces and Double Faults Predictions

The aces prediction is elevated for this grass match: the model’s predicted aces total is 16.9, reflecting the surface’s tendency to reward big serving. The expected double faults figure sits at 4.79; this double faults prediction suggests a low-to-moderate error rate from both servers. With serve indices nearly identical, neither player is expected to dominate the ace count, so the predicted aces are driven largely by the fast grass conditions.
🎯
Expected Total Aces 16.9 Most likely: 16 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 Joao Fonseca versus Yannick Hanfmann. 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 Joao Fonseca versus Yannick Hanfmann. 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 Joao Fonseca versus Yannick Hanfmann. 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 Joao Fonseca versus Yannick Hanfmann. 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

48.9% Predicted: No tiebreak

Exact Score Distribution BO3

Probability of each set-by-set outcome (Joao Fonseca's perspective)

2-0 Most likely set score (36.0%)
Probability distribution of the final set score from Joao Fonseca's perspective. Format: BO3.

Final Prediction

Fonseca’s projected edge comes primarily from age and overall strength metrics overcoming Hanfmann’s serve/return advantage (the model’s largest individual factor). Watch the return game early — if Fonseca converts that advantage, he should control the tempo and validate the prediction.

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