Halle Germany Grass Atp 500 Semifinals

Daniel Altmaier vs Frances Tiafoe: AI Prediction | Games, Spread, Aces & Double Faults

Daniel Altmaier

Rank: #81
32%
VS

Frances Tiafoe

Rank: #26
68%
Expected Total Games: 27.8
Predicted Winner: Frances Tiafoe

Why the Model Favors Frances Tiafoe

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

Serve & return game +5.7 Frances Tiafoe
Surface fit +4.8 Frances Tiafoe
Overall strength +4.7 Frances Tiafoe
Recent form +2.8 Daniel Altmaier
Overall record & opposition quality +2.0 Frances Tiafoe

Starting from an even matchup, these factors move the model to 68% for Frances Tiafoe. Computed with gradient-based attribution on our neural network — not editorial opinion. How to read this →

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Player Metrics

Daniel Altmaier

Form Index: 48.2
ELO Rating: 1620.1
Glicko2 Rating: 1614.7
Current Fatigue (minutes): 371.0
Surface Strength:
Hard: 12.6
Clay: 19.9
Grass: 16.6
Serve Rating: 96.1
Return Rating: 91.6

Frances Tiafoe

Form Index: 64.6
ELO Rating: 1828.6
Glicko2 Rating: 1846.4
Current Fatigue (minutes): 324.0
Surface Strength:
Hard: 34.2
Clay: 29.9
Grass: 23.3
Serve Rating: 96.0
Return Rating: 88.4

Recent Matches

Daniel Altmaier

  • Last Match: vs Daniil Medvedev (2-1) grass Halle 165 min
  • 2nd Last Match: vs Hubert Hurkacz (2-1) grass Halle 121 min
  • 3rd Last Match: vs Nikoloz Basilashvili (2-0) grass Halle 85 min
  • 4th Last Match: vs Frances Tiafoe (1-2) grass Stuttgart 146 min
  • 5th Last Match: vs Felix Auger-Aliassime (2-3) clay Roland Garros 174 min

Frances Tiafoe

  • Last Match: vs Felix Auger-Aliassime (2-1) grass Halle 152 min
  • 2nd Last Match: vs Sho Shimabukuro (2-0) grass Halle 88 min
  • 3rd Last Match: vs Flavio Cobolli (2-0) grass Halle 84 min
  • 4th Last Match: vs Jiri Lehecka (0-2) grass Stuttgart 85 min
  • 5th Last Match: vs Rinky Hijikata (2-0) grass Stuttgart 79 min

Head-to-Head (Last 2 Seasons)

0
Daniel Altmaier
vs
2
Frances Tiafoe
Hard
0 - 0
Clay
0 - 1
Grass
0 - 1

Key Prediction Insights

At Halle (Germany), in the semifinals on grass at an ATP 500 event, Frances Tiafoe is the model pick over Daniel Altmaier. The projection gives Tiafoe a 68.38% chance to win versus 31.62% for Altmaier, with an expected total of about 27.8 games in the match.

Match Analysis

The model’s edge for Tiafoe comes mainly from the serve & return game (plus 5.7 percentage points), surface fit (plus 4.8) and overall strength (plus 4.7). Those factors align with Tiafoe’s higher Elo (1828.6 vs Altmaier’s 1620.1) and superior season form index (64.6 to 48.2). Tiafoe also posts a higher surface strength index for grass (23.31) than Altmaier (16.58), a meaningful advantage on the fastest court where hold rates matter. Altmaier offsets some of that with a strong recent run — the model gives him +2.8 points for recent form — having upset big names here and reached the semis through three wins. Rank and fatigue paint a similar picture: Tiafoe is the higher-ranked player (26 vs 81) and has slightly lower cumulative minutes this week (324 vs 371), which could matter late in long rallies. Serve and return indices are comparable — Altmaier’s mean serve 96.12 to Tiafoe’s 95.95 (difference negligible), and Altmaier’s mean return (91.57) is a touch higher than Tiafoe’s (88.37) but not by a large margin. Over their last three matches here both players are unbeaten: Altmaier defeated Medvedev, Hurkacz and Basilashvili in progressively demanding matches, while Tiafoe beat Auger-Aliassime, Shimabukuro and Cobolli with somewhat shorter overall court time.

Total Games Predictions

🎾
Expected Total Games in Match 27.8 Most likely outcome: 28 games

📊 Total Games Probability Distribution

Distribution

Probability of each total games outcome

Probability distribution chart for total games in Daniel Altmaier versus Frances Tiafoe. 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 Daniel Altmaier versus Frances Tiafoe. The curve rises from 0% to 100%, showing the cumulative probability for each games total threshold.

Games Spread Predictions

📈
Expected Games Spread (Daniel Altmaier - Frances Tiafoe) -2.9 Most likely spread: -3 (Frances Tiafoe wins 3 more games)

📊 Games Spread Probability Distribution

Distribution

Probability of each games spread outcome

Probability distribution chart for games spread in Daniel Altmaier versus Frances Tiafoe. Positive values indicate Daniel Altmaier winning more games, negative values indicate Frances Tiafoe winning more games.
Cumulative Probability (CDF)

Probability of spread ≤ X

Cumulative distribution function chart for games spread in Daniel Altmaier versus Frances Tiafoe. The curve shows the cumulative probability for each spread threshold.

Aces and Double Faults Predictions

The aces prediction calls for roughly 17.4 total aces in the match and the predicted aces figure reflects grass’s boost to free points. Expected double faults sit at about 5.14 for the contest. Neither player’s serve rating is dramatically higher, so the ace count should reflect the fast surface rather than a single dominant big-server performance.
🎯
Expected Total Aces 17.4 Most likely: 17 aces
Expected Total Double Faults 5.1 Most likely: 5 double faults

🎯 Aces Probability Distribution

Distribution

Probability of each ace count outcome

Probability distribution chart for total aces in Daniel Altmaier versus Frances Tiafoe. 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 Daniel Altmaier versus Frances Tiafoe. 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 Daniel Altmaier versus Frances Tiafoe. 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 Daniel Altmaier versus Frances Tiafoe. 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

50.4% Predicted: Tiebreak likely

Exact Score Distribution BO3

Probability of each set-by-set outcome (Daniel Altmaier's perspective)

0-2 Most likely set score (39.8%)
Probability distribution of the final set score from Daniel Altmaier's perspective. Format: BO3.

Final Prediction

Tiafoe’s edge is driven primarily by serve/return effectiveness and better surface fit, supported by higher Elo and rank. Watch the early service games and return aggression — how each handles the first-serve points on grass will likely decide the match.

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