Rotterdam Netherlands Hard Atp 500 Round of 16

Alex de Minaur vs Stan Wawrinka: AI Prediction | Games, Aces & Double Faults

Alex de Minaur

Rank: #6
74%
VS

Stan Wawrinka

Rank: #113
26%
Expected Total Games: 22.0
Predicted Winner: Alex de Minaur

Player Metrics

Alex de Minaur

Form Index: 74.1
ELO Rating: 4080.2
Glicko2 Rating: 1860.5
Current Fatigue (minutes): 92.0
Surface Strength:
Hard: 26.4
Clay: 31.3
Grass: 32.7
Serve Rating: 53.3
Return Rating: 32.5

Stan Wawrinka

Form Index: 56.9
ELO Rating: 512.2
Glicko2 Rating: 1547.3
Current Fatigue (minutes): 82.0
Surface Strength:
Hard: 5.5
Clay: 3.6
Grass: 3.5
Serve Rating: 97.1
Return Rating: 89.0

Recent Matches

Alex de Minaur

  • Last Match: vs Arthur Fils (2-0) hard Rotterdam 92 min
  • 2nd Last Match: vs Carlos Alcaraz (0-3) hard Australian Open 174 min
  • 3rd Last Match: vs Alexander Bublik (3-0) hard Australian Open 174 min
  • 4th Last Match: vs Frances Tiafoe (3-0) hard Australian Open 174 min
  • 5th Last Match: vs Hamad Medjedovic (3-1) hard Australian Open 174 min

Stan Wawrinka

  • Last Match: vs Thijs Boogaard (2-0) hard Rotterdam 82 min
  • 2nd Last Match: vs Felix Auger-Aliassime (0-2) hard Montpellier 107 min
  • 3rd Last Match: vs Hamad Medjedovic (2-0) hard Montpellier 98 min
  • 4th Last Match: vs Taylor Fritz (1-3) hard Australian Open 174 min
  • 5th Last Match: vs Arthur Gea (3-2) hard Australian Open 174 min

Head-to-Head (Last 2 Seasons)

0
Alex de Minaur
vs
0
Stan Wawrinka
Hard
0 - 0
Clay
0 - 0
Grass
0 - 0

Key Prediction Insights

This round-of-16 clash in Rotterdam (Netherlands) is on indoor hard courts at an ATP 500-level event. The model favors Alex de Minaur to win, with a 73.80% probability versus 26.20% for Stan Wawrinka, and it projects a relatively short match of about 22.04 total games.

Match Analysis

De Minaur arrives as the higher-ranked player (No. 6) with a strong form index (74.14) and a very high Elo rating (4080.22). He has logged 92 minutes so far in this tournament, giving him slightly more cumulative court time than Wawrinka (82 minutes). His surface strength index on hard courts (26.43) is notably higher than Wawrinka’s (5.52), indicating a clearer comfort edge on this surface according to the provided metrics. Wawrinka’s surface numbers are lower overall, and his Elo rating (512.17) is far beneath de Minaur’s. However, Wawrinka shows exceptional raw serving and returning indicators: a mean serve index of 97.08 versus de Minaur’s 53.26 (a difference >5 points), and a mean return index of 89.02 versus de Minaur’s 32.54 (also >5). Those large gaps suggest Wawrinka can still influence short points with his serve and generate breaks with an effective return when he’s sharp. Recent form is mixed for both. De Minaur beat Arthur Fils in Rotterdam (2-0, 92 minutes), and at the Australian Open he beat Alexander Bublik (3-0) but fell to Carlos Alcaraz (0-3) in a long match. Wawrinka has two recent straight-set wins (Thijs Boogaard in Rotterdam and Hamad Medjedovic in Montpellier) and a loss to Felix Auger‑Aliassime in Montpellier (0-2).

Total Games Predictions

🎾
Expected Total Games in Match 22.0 Most likely outcome: 22 games

📊 Total Games Probability Distribution

Distribution

Probability of each total games outcome

Cumulative Probability (CDF)

Probability of total games ≤ X

Aces and Double Faults Predictions

The aces prediction for the match is moderate with predicted aces around 8.89; this reflects the hard-court context where expected aces are balanced. Given the projected numbers, the double faults prediction sits at expected double faults of about 6.37 for the match. Stan’s significantly higher serve rating is likely to lift the predicted aces figure, while de Minaur’s lower serve index makes him less likely to contribute heavily to the ace total.
🎯
Expected Total Aces 8.9 Most likely: 8 aces
Expected Total Double Faults 6.4 Most likely: 6 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

Final Prediction

De Minaur’s clear advantages in rank, form index and Elo — plus a stronger surface strength score — explain why he is the projected favorite. The key factor to watch is Wawrinka’s serve/return firepower: if his serving converts free points, it could shorten the contest and swing key games.

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