Halle Germany Grass Atp 500 Round of 32

Tomas Martin Etcheverry vs Daniil Medvedev: AI Prediction | Games, Spread, Aces & Double Faults

Tomas Martin Etcheverry

Rank: #30
23%
VS

Daniil Medvedev

Rank: #7
77%
Expected Total Games: 26.8
Predicted Winner: Daniil Medvedev

Why the Model Favors Daniil Medvedev

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

Recent record by level +9.7 Daniil Medvedev
Surface fit +7.8 Daniil Medvedev
Overall strength +6.1 Daniil Medvedev
Serve & return game +4.0 Daniil Medvedev
Recent form +2.5 Tomas Martin Etcheverry

Starting from an even matchup, these factors move the model to 77% for Daniil Medvedev. Computed with gradient-based attribution on our neural network — not editorial opinion. How to read this →

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Player Metrics

Tomas Martin Etcheverry

Form Index: 31.9
ELO Rating: 1678.8
Glicko2 Rating: 1793.0
Current Fatigue (minutes): 0.0
Surface Strength:
Hard: 26.3
Clay: 24.5
Grass: 8.1
Serve Rating: 96.4
Return Rating: 92.4

Daniil Medvedev

Form Index: 39.6
ELO Rating: 1864.3
Glicko2 Rating: 1926.3
Current Fatigue (minutes): 0.0
Surface Strength:
Hard: 52.3
Clay: 28.8
Grass: 24.4
Serve Rating: 95.2
Return Rating: 86.7

Recent Matches

Tomas Martin Etcheverry

  • Last Match: vs Nuno Borges (0-3) clay Roland Garros 174 min
  • 2nd Last Match: vs Tommy Paul (1-2) clay Hamburg 213 min
  • 3rd Last Match: vs Terence Atmane (2-0) clay Hamburg 100 min
  • 4th Last Match: vs Mattia Bellucci (1-2) clay Rome 154 min
  • 5th Last Match: vs Arthur Fils (0-2) clay Madrid 90 min

Daniil Medvedev

  • Last Match: vs Kamil Majchrzak (0-2) grass S Hertogenbosch 88 min
  • 2nd Last Match: vs Marin Cilic (2-1) grass S Hertogenbosch 110 min
  • 3rd Last Match: vs Thijs Boogaard (2-1) grass S Hertogenbosch 153 min
  • 4th Last Match: vs Adam Walton (2-3) clay Roland Garros 174 min
  • 5th Last Match: vs Jannik Sinner (1-2) clay Rome 157 min

Head-to-Head (Last 2 Seasons)

0
Tomas Martin Etcheverry
vs
0
Daniil Medvedev
Hard
0 - 0
Clay
0 - 0
Grass
0 - 0

Key Prediction Insights

Halle, Germany — Round of 32 on grass at an ATP 500 event. The model favors Daniil Medvedev to advance (76.67%) over Tomas Martin Etcheverry (23.33%), with a projected total of about 26.8 games in the match.

Match Analysis

The model’s edge for Medvedev comes mainly from recent record by level and surface fit, with additional weight from overall strength and serving/return metrics. Medvedev’s higher Elo (1864.31 vs 1678.81) and superior ranking (7 vs 30) help explain the 6.1 percentage-point tilt for overall strength. His surface strength index on grass (24.37) also beats Etcheverry’s (8.08), which underpins the 7.8-point surface advantage. Recent results at the grass lead-up events (two wins and one loss in s-Hertogenbosch) further contribute to the +9.7 points from recent record by level. Looking at the numbers, Medvedev posts a stronger form index (39.58) than Etcheverry (31.89), while both arrive fresh to Halle with zero tournament fatigue. Serve profiles are very similar — Etcheverry’s mean serve index (96.37) and Medvedev’s (95.22) differ by less than five points — but Etcheverry does have a notably better return index (92.44 vs 86.68), a gap of about 5.8 points that suggests he can generate pressure on Medvedev’s service games. Over their last three matches, Etcheverry is 1–2 (two long clay losses to Borges and Paul and a win in Hamburg), whereas Medvedev is 2–1 on grass with wins over Cilic and Boogaard and a defeat to Majchrzak.

Total Games Predictions

🎾
Expected Total Games in Match 26.8 Most likely outcome: 26 games

📊 Total Games Probability Distribution

Distribution

Probability of each total games outcome

Probability distribution chart for total games in Tomas Martin Etcheverry versus Daniil Medvedev. 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 Tomas Martin Etcheverry versus Daniil Medvedev. The curve rises from 0% to 100%, showing the cumulative probability for each games total threshold.

Games Spread Predictions

📈
Expected Games Spread (Tomas Martin Etcheverry - Daniil Medvedev) -2.8 Most likely spread: -3 (Daniil Medvedev wins 3 more games)

📊 Games Spread Probability Distribution

Distribution

Probability of each games spread outcome

Probability distribution chart for games spread in Tomas Martin Etcheverry versus Daniil Medvedev. Positive values indicate Tomas Martin Etcheverry winning more games, negative values indicate Daniil Medvedev winning more games.
Cumulative Probability (CDF)

Probability of spread ≤ X

Cumulative distribution function chart for games spread in Tomas Martin Etcheverry versus Daniil Medvedev. The curve shows the cumulative probability for each spread threshold.

Aces and Double Faults Predictions

Aces prediction: the match is expected to feature roughly 13.7 aces, and the predicted aces total is consistent with grass being the fastest surface, which rewards flat, aggressive serving. Double faults prediction: expected double faults are about 5.45 for the match. Neither player has a significantly higher serve rating (difference <5 points), so the ace count should reflect the surface more than a single dominant server.
🎯
Expected Total Aces 13.7 Most likely: 13 aces
Expected Total Double Faults 5.5 Most likely: 5 double faults

🎯 Aces Probability Distribution

Distribution

Probability of each ace count outcome

Probability distribution chart for total aces in Tomas Martin Etcheverry versus Daniil Medvedev. 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 Tomas Martin Etcheverry versus Daniil Medvedev. 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 Tomas Martin Etcheverry versus Daniil Medvedev. 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 Tomas Martin Etcheverry versus Daniil Medvedev. 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

39.2% Predicted: No tiebreak

Exact Score Distribution BO3

Probability of each set-by-set outcome (Tomas Martin Etcheverry's perspective)

0-2 Most likely set score (43.4%)
Probability distribution of the final set score from Tomas Martin Etcheverry's perspective. Format: BO3.

Final Prediction

Medvedev’s edge is driven above all by recent record by level and superior surface fit — his grass results and higher Elo tilt the model strongly in his favor. Watch Etcheverry’s return performance: if his higher return index translates on grass, it’s the most likely route to an upset.

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