Monte Carlo Monaco Clay Masters 1000 Round of 64

Alexei Popyrin vs Casper Ruud: AI Prediction | Games, Spread, Aces & Double Faults

Alexei Popyrin

Rank: #45
35%
VS

Casper Ruud

Rank: #12
65%
Expected Total Games: 24.5
Predicted Winner: Casper Ruud

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Player Metrics

Alexei Popyrin

Form Index: 27.4
ELO Rating: 1549.5
Glicko2 Rating: 1564.0
Current Fatigue (minutes): 0.0
Surface Strength:
Hard: 50.2
Clay: 43.6
Grass: 40.1
Serve Rating: 79.6
Return Rating: 57.7

Casper Ruud

Form Index: 38.3
ELO Rating: 1749.0
Glicko2 Rating: 1750.9
Current Fatigue (minutes): 0.0
Surface Strength:
Hard: 57.9
Clay: 47.3
Grass: 46.0
Serve Rating: 97.6
Return Rating: 86.2

Recent Matches

Alexei Popyrin

  • Last Match: vs Frances Tiafoe (1-2) clay Houston 167 min
  • 2nd Last Match: vs Alex Michelsen (1-1) clay Houston 102 min
  • 3rd Last Match: vs Patrick Kypson (2-1) clay Houston 127 min
  • 4th Last Match: vs Marin Cilic (0-2) hard Miami 97 min
  • 5th Last Match: vs Jenson Brooksby (0-2) hard Indian Wells 91 min

Casper Ruud

  • Last Match: vs Ethan Quinn (0-2) hard Miami 111 min
  • 2nd Last Match: vs Carlos Alcaraz (0-2) hard Indian Wells 90 min
  • 3rd Last Match: vs Valentin Vacherot (2-1) hard Indian Wells 120 min
  • 4th Last Match: vs Alexander Shevchenko (2-0) hard Indian Wells 86 min
  • 5th Last Match: vs Yibing Wu (0-2) hard Acapulco 125 min

Head-to-Head (Last 2 Seasons)

1
Alexei Popyrin
vs
0
Casper Ruud
Hard
0 - 0
Clay
1 - 0
Grass
0 - 0

Key Prediction Insights

Monte-Carlo, Round of 64 on clay at the masters_1000 level sets up a contrast in styles as Alexei Popyrin meets Casper Ruud. The model favours Ruud to advance (64.87% chance) over Popyrin (35.13%), with a predicted total of about 24.46 games in the match.

Match Analysis

Ruud arrives as the higher-ranked player (No. 12) with a substantially higher Elo (1749.01) than Popyrin (rank 45, Elo 1549.52). Ruud’s form index (38.33) is stronger than Popyrin’s (27.37), and both come in with no accumulated fatigue from this event. Surface strength indices are fairly close — Ruud 47.31, Popyrin 43.59 — suggesting neither has a dominant clay-court advantage on paper. The gap in mean serve index is notable: Ruud 97.58 vs Popyrin 79.56 (difference >5), and the mean return gap is even larger: Ruud 86.17 vs Popyrin 57.69 (difference >5). Those disparities point to Ruud’s edge in both starting and neutralizing points. Over the last three matches Popyrin has shown mixed clay form: two wins (Michelsen, Kypson) and a tight, long defeat to Frances Tiafoe in Houston (167 minutes). Ruud’s recent sequence on hard courts includes a win over Valentin Vacherot and back-to-back losses to Carlos Alcaraz and Ethan Quinn, indicating some inconsistency but also experience against top opponents. Both players’ recent results suggest match toughness, but Ruud’s superior return and serve indices give him a baseline advantage on the points that matter.

Total Games Predictions

🎾
Expected Total Games in Match 24.5 Most likely outcome: 24 games

📊 Total Games Probability Distribution

Distribution

Probability of each total games outcome

Probability distribution chart for total games in Alexei Popyrin versus Casper Ruud. 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 Alexei Popyrin versus Casper Ruud. The curve rises from 0% to 100%, showing the cumulative probability for each games total threshold.

Games Spread Predictions

📈
Expected Games Spread (Alexei Popyrin - Casper Ruud) +3.4 Most likely spread: +3 (Alexei Popyrin wins 3 more games)

📊 Games Spread Probability Distribution

Distribution

Probability of each games spread outcome

Probability distribution chart for games spread in Alexei Popyrin versus Casper Ruud. Positive values indicate Alexei Popyrin winning more games, negative values indicate Casper Ruud winning more games.
Cumulative Probability (CDF)

Probability of spread ≤ X

Cumulative distribution function chart for games spread in Alexei Popyrin versus Casper Ruud. The curve shows the cumulative probability for each spread threshold.

Aces and Double Faults Predictions

The aces prediction sits at 10.08 for the match and the expected double faults at 6.85. On clay, fewer aces are typical due to the slower surface and higher bounce, which reduces free points; this tempers the predicted aces despite Ruud’s high serve rating. Given Ruud’s significantly higher mean serve index, he is likely to contribute a larger share of the predicted aces, while longer rallies on clay increase the expected double faults as fatigue accumulates.
🎯
Expected Total Aces 10.1 Most likely: 10 aces
Expected Total Double Faults 6.8 Most likely: 6 double faults

🎯 Aces Probability Distribution

Distribution

Probability of each ace count outcome

Probability distribution chart for total aces in Alexei Popyrin versus Casper Ruud. 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 Alexei Popyrin versus Casper Ruud. 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 Alexei Popyrin versus Casper Ruud. 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 Alexei Popyrin versus Casper Ruud. The curve shows the cumulative probability for each double faults threshold.

Final Prediction

Ruud’s higher Elo, stronger form index and clear advantages in both serve and return metrics explain the projected favourite status. The key factor to watch will be Ruud’s ability to convert his serve/return superiority into breaks early — that margin should decide a relatively short, decisive match.

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