Munich Germany Clay Atp 250 Round of 16

Daniel Altmaier vs Alex Molcan: AI Prediction | Games, Spread, Aces & Double Faults

Daniel Altmaier

Rank: #56
61%
VS

Alex Molcan

Rank: #166
39%
Expected Total Games: 23.3
Predicted Winner: Daniel Altmaier

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Ranking Trends

Daniel Altmaier

  • Current #56 2026-04-13
  • 3 mo ago #44 2026-01-12
  • 6 mo ago #51 2025-10-13
  • 9 mo ago #61 2025-07-14
  • 12 mo ago #68 2025-04-14

Alex Molcan

  • Current #166 2026-04-13
  • 3 mo ago #205 2026-01-12
  • 6 mo ago #205 2025-10-13
  • 9 mo ago #383 2025-07-14
  • 12 mo ago #1000 None

Player Metrics

Daniel Altmaier

Form Index: 26.0
ELO Rating: 1501.5
Glicko2 Rating: 1466.0
Current Fatigue (minutes): 69.0
Surface Strength:
Hard: 50.3
Clay: 41.6
Grass: 40.9
Serve Rating: 76.7
Return Rating: 69.6

Alex Molcan

Form Index: 75.4
ELO Rating: 1622.7
Glicko2 Rating: 1769.6
Current Fatigue (minutes): 295.0
Surface Strength:
Hard: 50.6
Clay: 41.1
Grass: 39.6
Serve Rating: 96.4
Return Rating: 91.6

Recent Matches

Daniel Altmaier
✅ ❌ ❌ ✅ ✅

  • Last Match: ✅ vs Marin Cilic (2-0) clay Munich 69 min
  • 2nd Last Match: ❌ vs Tomas Machac (1-2) clay Monte Carlo 138 min
  • 3rd Last Match: ❌ vs Fabian Marozsan (0-2) clay Bucharest 119 min
  • 4th Last Match: ✅ vs Dino Prizmic (2-1) clay Bucharest 198 min
  • 5th Last Match: ✅ vs Pedro Martinez (2-0) clay Bucharest 96 min

Alex Molcan
✅ ✅ ✅ ❌ ✅

Head-to-Head (Last 2 Seasons)

0
Daniel Altmaier
vs
0
Alex Molcan
Hard
0 - 0
Clay
0 - 0
Grass
0 - 0

Key Prediction Insights

In the round of 16 in Munich on clay, Daniel Altmaier is narrowly favored over Alex Molcan in this ATP 250-level event. The model gives Altmaier a 61.0% chance to win against Molcan’s 39.0%, with a predicted total of about 23.3 games in the match.

Match Analysis

Altmaier enters ranked 56 with an Elo of 1501.5 and a modest form index (26.0). He has played only 69 minutes so far in Munich, leaving him relatively fresh compared with his opponent. Altmaier’s mean serve index (76.7) and mean return index (69.6) are solid for clay; his surface strength index sits at 41.6, roughly in line with Molcan. Recent results show a mixed run — a straight-sets win over Marin Cilic in Munich followed by two earlier losses in Monte Carlo and Bucharest. Molcan, ranked 166, carries a higher Elo (1622.7) and a much stronger form index (75.4), but cumulative fatigue is a major factor: he has logged 295 minutes at this event. Molcan’s mean serve index (96.4) is substantially higher than Altmaier’s (difference ~19.7 points), and his mean return index (91.6) is similarly superior (difference ~22.0 points), so serve/return metrics favor him on paper. He’s won his three most recent matches in Munich, including a 154-minute outing against Roberto Carballes Baena, showing match toughness but also contributing to that elevated minutes total.

Total Games Predictions

🎾
Expected Total Games in Match 23.3 Most likely outcome: 23 games

📊 Total Games Probability Distribution

Distribution

Probability of each total games outcome

Cumulative Probability (CDF)

Probability of total games ≤ X

Games Spread Predictions

📈
Expected Games Spread (Daniel Altmaier - Alex Molcan) -0.8 Most likely spread: -1 (Alex Molcan wins 1 more games)

📊 Games Spread Probability Distribution

Distribution

Probability of each games spread outcome

Cumulative Probability (CDF)

Probability of spread ≤ X

Aces and Double Faults Predictions

The aces prediction for the match is moderate: a predicted total of 7.04 aces, with an expected double faults count of 4.78. On clay, fewer aces are typical because the slower surface and higher bounce give returners more time, which suppresses the ace tally. Molcan’s significantly higher serve rating makes him the most likely source of the predicted aces, while accumulated fatigue—especially for Molcan—could push the expected double faults higher.
🎯
Expected Total Aces 7.0 Most likely: 7 aces
❌
Expected Total Double Faults 4.8 Most likely: 4 double faults

🎯 Aces Probability Distribution

Distribution

Probability of each ace count outcome

Cumulative Probability (CDF)

Probability of aces ≤ X

❌ Double Faults Probability Distribution

Distribution

Probability of each double fault count outcome

Cumulative Probability (CDF)

Probability of double faults ≤ X

New to probability charts? Learn how to interpret distribution and CDF curves

Final Prediction

Altmaier’s relative freshness, better ranking and steadier short-term tournament workload give him the edge in this projection despite Molcan’s strong recent form and superior serve/return indices. The key factor to watch is Molcan’s serve effectiveness under fatigue: if his serving levels drop, Altmaier’s return ability could decide the match.

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