Winston Salem NC, U.S.A. Hard Atp 250 Round of 64

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

Sho Shimabukuro

Rank: #90
39%
VS

Miomir Kecmanovic

Rank: #66
61%
Expected Total Games: 24.8
Predicted Winner: Miomir Kecmanovic

Why the Model Favors Miomir Kecmanovic

The factors that drove this prediction, measured in win-probability points.

Recent form +15.5 Miomir Kecmanovic
Serve & return game +6.4 Sho Shimabukuro
Overall strength +2.7 Miomir Kecmanovic
Surface fit +2.6 Sho Shimabukuro
Recent record by level +2.5 Sho Shimabukuro

Starting from an even matchup, these factors move the model to 61% for Miomir Kecmanovic. Computed with gradient-based attribution on our neural network, not editorial opinion. How to read this →

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Player Metrics

Sho Shimabukuro

Form Index: 28.3
ELO Rating: 1520.6
Glicko2 Rating: 1634.7
Current Fatigue (minutes): 0.0
Surface Strength:
Hard: 10.5
Clay: 12.9
Grass: 10.2
Serve Rating: 97.1
Return Rating: 89.4

Miomir Kecmanovic

Form Index: 36.9
ELO Rating: 1592.1
Glicko2 Rating: 1600.0
Current Fatigue (minutes): 0.0
Surface Strength:
Hard: 19.4
Clay: 12.8
Grass: 15.9
Serve Rating: 95.9
Return Rating: 87.8

Recent Matches

Sho Shimabukuro

  • Last Match: vs Hubert Hurkacz (0-2) hard Cincinnati 73 min
  • 2nd Last Match: vs J.j Wolf (1-2) hard Cincinnati 132 min
  • 3rd Last Match: vs Hugo Dellien (2-0) hard Cincinnati 59 min
  • 4th Last Match: vs Marin Cilic (0-2) hard Toronto 92 min
  • 5th Last Match: vs Nicolai Budkov Kjaer (2-0) hard Toronto 73 min

Miomir Kecmanovic

Head-to-Head (Last 2 Seasons)

0
Sho Shimabukuro
vs
1
Miomir Kecmanovic
Hard
0 - 1
Clay
0 - 0
Grass
0 - 0

Key Prediction Insights

Winston-Salem round of 64. Hard courts in North Carolina, ATP 250 level. The model favors Miomir Kecmanovic, 61.10% to win, with Sho Shimabukuro at 38.90%. The match is expected to be relatively short by games, with an expected total of 24.84 games.

Match Analysis

The model's edge for Kecmanovic comes mainly from recent form, which accounts for +15.5 percentage points in his favor. Kecmanovic carries a higher form index (36.92) than Shimabukuro (28.27), and his recent slate includes a quality win two rounds ago and competitive three-set affairs that suggest match toughness. Kecmanovic also holds advantages in ranking and Elo, ranked 66 versus Sho at 90, and an Elo of 1592 versus Sho at 1520, which together contribute the modest overall strength tilt toward him. That said, the model also gives Shimabukuro an edge in serve and return fundamentals, worth +6.4 points to his probability. Sho posts a slightly higher mean serve index (97.08) and a higher mean return index (89.43) than Kecmanovic (serve 95.86, return 87.84), indicating comparable all-court weapons on hard courts. Both players show zero tournament fatigue entering this match. Surface strength indices read Sho 10.52 and Kecmanovic 19.43. Interestingly, the model still grants a small surface fit bump to Sho (+2.6 points), likely driven by his recent hard-court match play and strong serve metrics despite the raw surface index favoring Kecmanovic. Recent form summaries differ. Shimabukuro is 1-2 across three hard-court matches in Cincinnati, including a straight sets win over Hugo Dellien and two losses to higher seeds. Kecmanovic is also 1-2 in his last three, but his matches have been longer and included a solid win over Camilo Ugo Carabelli.

Total Games Predictions

🎾
Expected Total Games in Match 24.8 Most likely outcome: 24 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) -0.9 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

Aces prediction for this matchup sits at about 12.01 combined, with a double faults prediction of roughly 5.34 expected double faults. Hard courts in Winston-Salem are medium paced, so predicted aces are moderate rather than extreme. Sho’s slightly higher serve index could push the ace count up a bit, but the two players’ serve ratings are close enough that neither should dominate purely by serve.
🎯
Expected Total Aces 12.0 Most likely: 12 aces
Expected Total Double Faults 5.3 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. The chart shows the predicted probability for each double-fault count.
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.

🎯 Match Format Predictions

Tiebreak Likelihood

Probability that any tiebreak is played in this match

40.2% Predicted: No tiebreak

Exact Score Distribution BO3

Probability of each set-by-set outcome (Sho Shimabukuro's perspective)

0-2 Most likely set score (35.8%)
Probability distribution of the final set score from Sho Shimabukuro's perspective. Format: BO3.

Final Prediction

Kecmanovic’s superior recent form is the primary reason he is favored. Watch whether Shimabukuro’s edge in serve and return efficiency on hard courts can disrupt Kecmanovic’s rhythm early.

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