Bucharest Romania Clay Atp 250 Round of 16

Daniel Merida vs Adrian Mannarino: AI Prediction | Games, Spread, Aces & Double Faults

Daniel Merida

Rank: #136
53%
VS

Adrian Mannarino

Rank: #43
47%
Expected Total Games: 22.0
Predicted Winner: Daniel Merida

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Player Metrics

Daniel Merida

Form Index: 71.8
ELO Rating: 1625.9
Glicko2 Rating: 1738.3
Current Fatigue (minutes): 282.0
Surface Strength:
Hard: 52.7
Clay: 39.5
Grass: 39.8
Serve Rating: 66.0
Return Rating: 81.7

Adrian Mannarino

Form Index: 40.9
ELO Rating: 1569.0
Glicko2 Rating: 1634.7
Current Fatigue (minutes): 0.0
Surface Strength:
Hard: 54.2
Clay: 36.9
Grass: 44.4
Serve Rating: 97.7
Return Rating: 91.0

Recent Matches

Daniel Merida

  • Last Match: vs Otto Virtanen (2-1) clay Bucharest 171 min
  • 2nd Last Match: vs Joel Schwaerzler (2-0) clay Bucharest 64 min
  • 3rd Last Match: vs Saba Purtseladze (2-0) clay Bucharest 47 min
  • 4th Last Match: vs Zachary Svajda (1-1) hard Miami 108 min
  • 5th Last Match: vs Dalibor Svrcina (2-1) hard Miami 150 min

Adrian Mannarino

  • Last Match: vs Tommy Paul (1-2) hard Miami 127 min
  • 2nd Last Match: vs Zhizhen Zhang (2-0) hard Miami 65 min
  • 3rd Last Match: vs Matteo Berrettini (1-2) hard Indian Wells 168 min
  • 4th Last Match: vs Sho Shimabukuro (0-2) hard Acapulco 78 min
  • 5th Last Match: vs Ben Shelton (1-2) hard Dallas 160 min

Head-to-Head (Last 2 Seasons)

0
Daniel Merida
vs
0
Adrian Mannarino
Hard
0 - 0
Clay
0 - 0
Grass
0 - 0

Key Prediction Insights

In Bucharest’s round of 16 on clay, Daniel Merida and Adrian Mannarino meet in an intriguing matchup at an ATP 250 event in Romania. The model gives Daniel Merida the narrow edge — 53.41% to 46.59% — with a predicted total of about 21.96 games in the match.

Match Analysis

Merida arrives as world No. 136 with a standout form index of 71.79 and an Elo of 1625.94, while Mannarino is the higher-ranked player at No. 43 but carries a lower form index of 40.93 and an Elo of 1568.98. Fatigue is a clear differentiator: Merida has already logged 282 minutes on court in this tournament (including a 171-minute third-round win), whereas Mannarino shows zero minutes of fatigue here. Both players have similar low surface strength indices on clay (Merida 39.53, Mannarino 36.91), indicating neither is a clay specialist on form metrics. Serve and return profiles diverge sharply. Mannarino’s mean serve index (97.65) towers over Merida’s (66.04) — a difference well beyond 5 points — and his mean return index (90.99) also exceeds Merida’s (81.70) by more than 5. Despite that, Merida’s higher Elo and recent tournament form — three straight wins in Bucharest (including two straight-set victories and one marathon) — give him momentum. Mannarino’s recent results come largely on hard courts, with one win and two losses in his last three matches; Merida’s match play here suggests better acclimation to the event.

Total Games Predictions

🎾
Expected Total Games in Match 22.0 Most likely outcome: 21 games

📊 Total Games Probability Distribution

Distribution

Probability of each total games outcome

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

Games Spread Predictions

📈
Expected Games Spread (Daniel Merida - Adrian Mannarino) -1.4 Most likely spread: -2 (Adrian Mannarino wins 2 more games)

📊 Games Spread Probability Distribution

Distribution

Probability of each games spread outcome

Probability distribution chart for games spread in Daniel Merida versus Adrian Mannarino. Positive values indicate Daniel Merida winning more games, negative values indicate Adrian Mannarino winning more games.
Cumulative Probability (CDF)

Probability of spread ≤ X

Cumulative distribution function chart for games spread in Daniel Merida versus Adrian Mannarino. The curve shows the cumulative probability for each spread threshold.

Aces and Double Faults Predictions

The aces prediction for the match sits at about 14.07 total and the double faults prediction at roughly 5.95 expected double faults. Clay generally suppresses aces due to slower ball speed and higher bounce, which tempers the predicted aces. However, Mannarino’s significantly higher serve rating could lift the predicted aces slightly despite the surface; the expected double faults may rise as matches lengthen and fatigue becomes a factor.
🎯
Expected Total Aces 14.1 Most likely: 14 aces
Expected Total Double Faults 6.0 Most likely: 5 double faults

🎯 Aces Probability Distribution

Distribution

Probability of each ace count outcome

Probability distribution chart for total aces in Daniel Merida versus Adrian Mannarino. 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 Merida versus Adrian Mannarino. 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 Merida versus Adrian Mannarino. 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 Merida versus Adrian Mannarino. The curve shows the cumulative probability for each double faults threshold.

Final Prediction

Merida’s edge comes from tournament form, a higher Elo, and an effective return profile on clay, offsetting Mannarino’s superior serve. The key factor to watch will be whether Mannarino’s big serve can produce enough free points on a slow surface to overcome Merida’s momentum and recent match toughness.

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