Acapulco Mexico Hard Atp 500 Semifinals

Miomir Kecmanovic vs Flavio Cobolli: AI Prediction | Games, Aces & Double Faults

Miomir Kecmanovic

Rank: #84
57%
VS

Flavio Cobolli

Rank: #20
43%
Expected Total Games: 24.3
Predicted Winner: Miomir Kecmanovic

Player Metrics

Miomir Kecmanovic

Form Index: 57.3
ELO Rating: 1171.9
Glicko2 Rating: 1611.7
Current Fatigue (minutes): 308.0
Surface Strength:
Hard: 8.1
Clay: 7.5
Grass: 8.4
Serve Rating: 77.1
Return Rating: 65.7

Flavio Cobolli

Form Index: 67.2
ELO Rating: 1550.2
Glicko2 Rating: 1651.1
Current Fatigue (minutes): 322.0
Surface Strength:
Hard: 9.3
Clay: 16.8
Grass: 16.7
Serve Rating: 96.8
Return Rating: 89.8

Recent Matches

Miomir Kecmanovic

  • Last Match: vs Terence Atmane (2-0) hard Acapulco 90 min
  • 2nd Last Match: vs Alexander Zverev (2-1) hard Acapulco 155 min
  • 3rd Last Match: vs Tristan Schoolkate (2-0) hard Acapulco 63 min
  • 4th Last Match: vs Learner Tien (1-2) hard Delray Beach 135 min
  • 5th Last Match: vs Mattia Bellucci (2-0) hard Delray Beach 62 min

Flavio Cobolli

  • Last Match: vs Yibing Wu (2-0) hard Acapulco 95 min
  • 2nd Last Match: vs Dalibor Svrcina (2-0) hard Acapulco 109 min
  • 3rd Last Match: vs Rodrigo Pacheco Mendez (2-0) hard Acapulco 118 min
  • 4th Last Match: vs Sebastian Korda (0-2) hard Delray Beach 76 min
  • 5th Last Match: vs Coleman Wong (2-1) hard Delray Beach 134 min

Head-to-Head (Last 2 Seasons)

0
Miomir Kecmanovic
vs
0
Flavio Cobolli
Hard
0 - 0
Clay
0 - 0
Grass
0 - 0

Key Prediction Insights

Semifinal action in Acapulco on hard courts pits Miomir Kecmanovic against Flavio Cobolli in an ATP 500-level showdown in Mexico. The model tips Kecmanovic as the projected winner (56.93%); Cobolli is given a 43.07% chance, and the match is expected to produce about 24.29 games in total.

Match Analysis

On paper Cobolli carries the higher standing: world No. 20, Elo 1550.2 and a stronger form index (67.16) compared with Kecmanovic’s rank of 84, Elo 1171.9 and form index 57.29. Both have logged heavy minutes this week (Kecmanovic 308 min, Cobolli 322 min), so fatigue will be a factor, though Kecmanovic arrives with marginally fewer minutes on court. Surface strength indices are comparable and low on the provided scale (Kecmanovic 8.12, Cobolli 9.27), suggesting neither player is overwhelmingly favored by the Acapulco hard courts. Serve and return profiles diverge markedly: Cobolli’s mean serve index (96.85) is substantially higher than Kecmanovic’s (77.07) — a difference greater than 5 points — and his mean return index (89.78) also outstrips Kecmanovic’s 65.69 by a wide margin. Still, Kecmanovic’s tournament run includes three straight wins in Acapulco, notably a gritty 3-set victory over Alexander Zverev, and two straight straight-set wins in earlier rounds; Cobolli has also won three matches, all in straight sets with somewhat longer durations. Those recent results on the same surface feed into the prediction tilt toward Kecmanovic despite Cobolli’s superior rankings and metrics.

Total Games Predictions

🎾
Expected Total Games in Match 24.3 Most likely outcome: 24 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 this match sits at about 13.22 combined aces, with an expected double faults total of roughly 4.4. On medium-paced hard courts, predicted aces are moderate — grass would push that number higher, clay lower — and Cobolli’s significantly higher serve rating should be the main driver of the ace count. For bettors or match-watchers, the double faults prediction suggests both players will keep second-serve errors relatively contained.
🎯
Expected Total Aces 13.2 Most likely: 13 aces
Expected Total Double Faults 4.4 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

Final Prediction

Kecmanovic’s narrow edge in the projection reflects his tournament form and slightly lower accumulated fatigue, even as Cobolli brings superior ranking, Elo and serving metrics. The key factor to watch will be how Cobolli’s powerful serve translates into free points and whether Kecmanovic can neutralize it early in rallies.

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