Dallas TX, U.S.A. Hard Atp 500 Round of 32

Sho Shimabukuro vs Miomir Kecmanovic: AI Prediction | Games, Spread, Aces & Double Faults

Sho Shimabukuro

Rank: #141
48%
VS

Miomir Kecmanovic

Rank: #69
52%
Expected Total Games: 23.0
Predicted Winner: Miomir Kecmanovic

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Player Metrics

Sho Shimabukuro

Form Index: 48.5
ELO Rating: 391.6
Glicko2 Rating: 1533.6
Current Fatigue (minutes): 122.0
Surface Strength:
Hard: 2.6
Clay: 2.7
Grass: 2.4
Serve Rating: 54.8
Return Rating: 63.0

Miomir Kecmanovic

Form Index: 3.6
ELO Rating: 916.2
Glicko2 Rating: 1588.5
Current Fatigue (minutes): 0.0
Surface Strength:
Hard: 8.3
Clay: 8.7
Grass: 8.8
Serve Rating: 97.6
Return Rating: 91.8

Recent Matches

Sho Shimabukuro

  • Last Match: vs Bernard Tomic (2-0) hard Dallas 61 min
  • 2nd Last Match: vs Thai-Son Kwiatkowski (1-0) hard Dallas 61 min
  • 3rd Last Match: vs Alex Molcan (1-2) hard Australian Open 174 min
  • 4th Last Match: vs Sebastian Korda (0-2) hard Tokio 80 min
  • 5th Last Match: vs Tomas Machac (2-0) hard Tokio 89 min

Miomir Kecmanovic

Head-to-Head (Last 2 Seasons)

0
Sho Shimabukuro
vs
0
Miomir Kecmanovic
Hard
0 - 0
Clay
0 - 0
Grass
0 - 0

Key Prediction Insights

This round-of-32 match in Dallas, Texas (hard court, 500-level event) pits Sho Shimabukuro against Miomir Kecmanovic. The model favors Kecmanovic narrowly: 51.68% to win versus 48.32% for Shimabukuro, with a projected total of about 22.99 games in the match.

Match Analysis

Kecmanovic enters with a significantly higher Elo (916.19) and a stronger tour ranking (69) compared with Shimabukuro (Elo 391.56, rank 141). Form indices diverge: Shimabukuro’s form index is 48.46 while Kecmanovic’s is 3.58, indicating recent match outcomes have favored Sho’s momentum despite the Elo gap. Fatigue is also a factor—Shimabukuro has logged 122 minutes on court in this tournament, whereas Kecmanovic shows 0 cumulative minutes here. Serve and return profiles are markedly different. Kecmanovic’s mean serve index (97.59) exceeds Shimabukuro’s (54.81) by roughly 42.8 points, and his mean return index (91.80) is about 28.8 points higher than Sho’s (63.00); both differences are substantial and likely influential on serve-dominated games. Surface strength indices are low for both (Sho 2.59, Miomir 8.26) but favor Kecmanovic slightly. Over the last three matches, Shimabukuro has two recent straight-set wins at Dallas (quick 61-minute matches) and a longer Australian Open loss (1–2 sets in 174 minutes). Kecmanovic’s last three recorded results are all losses (including a five-set defeat at the Australian Open and a 127-minute match in Montpellier), showing form concerns despite superior serving and returning metrics.

Total Games Predictions

🎾
Expected Total Games in Match 23.0 Most likely outcome: 23 games

📊 Total Games Probability Distribution

Distribution

Probability of each total games outcome

Probability distribution chart for total games in Sho Shimabukuro versus Miomir Kecmanovic. 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 Sho Shimabukuro versus Miomir Kecmanovic. The curve rises from 0% to 100%, showing the cumulative probability for each games total threshold.

Games Spread Predictions

📈
Expected Games Spread (Sho Shimabukuro - Miomir Kecmanovic) -0.6 Most likely spread: -1 (Miomir Kecmanovic wins 1 more games)

📊 Games Spread Probability Distribution

Distribution

Probability of each games spread outcome

Probability distribution chart for games spread in Sho Shimabukuro versus Miomir Kecmanovic. Positive values indicate Sho Shimabukuro winning more games, negative values indicate Miomir Kecmanovic winning more games.
Cumulative Probability (CDF)

Probability of spread ≤ X

Cumulative distribution function chart for games spread in Sho Shimabukuro versus Miomir Kecmanovic. The curve shows the cumulative probability for each spread threshold.

Aces and Double Faults Predictions

The aces prediction for the match is about 10.95 total, while the double faults prediction sits near 5.02 expected double faults. On medium-paced hard courts, predicted aces should be moderate; Kecmanovic’s much higher serve rating suggests he will contribute the bulk of the aces. Given the serve disparity, expect the predicted aces to skew toward Kecmanovic, with double faults prediction reflecting a modest total for both players.
🎯
Expected Total Aces 10.9 Most likely: 10 aces
Expected Total Double Faults 5.0 Most likely: 5 double faults

🎯 Aces Probability Distribution

Distribution

Probability of each ace count outcome

Probability distribution chart for total aces in Sho Shimabukuro versus Miomir Kecmanovic. 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 Sho Shimabukuro versus Miomir Kecmanovic. 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 Sho Shimabukuro versus Miomir Kecmanovic. 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 Sho Shimabukuro versus Miomir Kecmanovic. The curve shows the cumulative probability for each double faults threshold.

Final Prediction

Kecmanovic’s edge comes from significantly superior serve and return metrics and a higher Elo, despite a weaker form index and recent losses. The key factor to watch is Kecmanovic’s serve effectiveness — if he converts that serve advantage into free points, it should decide the match.

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