Los Cabos Mexico Hard Atp 250 Round of 32

Sho Shimabukuro vs Rodrigo Pacheco Mendez: AI Prediction | Games, Spread, Aces & Double Faults

Sho Shimabukuro

Rank: #94
72%
VS

Rodrigo Pacheco Mendez

Rank: #320
28%
Expected Total Games: 24.9
Predicted Winner: Sho Shimabukuro

Why the Model Favors Sho Shimabukuro

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

Recent record by level +7.8 Sho Shimabukuro
Surface fit +7.5 Sho Shimabukuro
Overall strength +5.0 Sho Shimabukuro
Serve & return game +4.7 Sho Shimabukuro
Overall record & opposition quality +3.7 Sho Shimabukuro

Starting from an even matchup, these factors move the model to 72% for Sho Shimabukuro. 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: 35.3
ELO Rating: 1607.3
Glicko2 Rating: 1696.8
Current Fatigue (minutes): 0.0
Surface Strength:
Hard: 16.9
Clay: 12.9
Grass: 10.2
Serve Rating: 97.5
Return Rating: 89.7

Rodrigo Pacheco Mendez

Form Index: 34.8
ELO Rating: 1474.4
Glicko2 Rating: 1352.5
Current Fatigue (minutes): 0.0
Surface Strength:
Hard: 8.8
Clay: 8.7
Grass: 6.5
Serve Rating: 93.8
Return Rating: 89.4

Recent Matches

Sho Shimabukuro

Rodrigo Pacheco Mendez

  • Last Match: vs Flavio Cobolli (0-2) hard Acapulco 118 min
  • 2nd Last Match: vs Adolfo Daniel Vallejo (0-2) hard Australian Open 174 min
  • 3rd Last Match: vs Francesco Passaro (1-2) hard Us Open 174 min
  • 4th Last Match: vs Sascha Gueymard Wayenburg (2-1) hard Us Open 174 min
  • 5th Last Match: vs Adam Walton (0-2) hard Los Cabos 110 min

Head-to-Head (Last 2 Seasons)

0
Sho Shimabukuro
vs
0
Rodrigo Pacheco Mendez
Hard
0 - 0
Clay
0 - 0
Grass
0 - 0

Key Prediction Insights

At Los Cabos in Mexico, Sho Shimabukuro and Rodrigo Pacheco Mendez meet in a Round of 32 hard-court match at an ATP 250-level event. The model backs Shimabukuro to prevail with a 72.01% chance versus 27.99% for Pacheco Mendez, and it forecasts a relatively short encounter of about 24.94 total games.

Match Analysis

The model’s edge for Shimabukuro comes mainly from his recent results by tournament level and his better hard-court fit. Those two factors together contribute roughly 15.3 percentage points to his advantage, supported by a higher Elo (1607.3 vs 1474.4) and a stronger surface strength index (16.88 vs 8.83). Shimabukuro sits at No. 94 with a form index of 35.27 and arrives fresh in Los Cabos with no accumulated tournament fatigue. Pacheco Mendez, ranked 320 with a form index of 34.84, also shows zero tournament fatigue but carries a lower surface score, which lowers his projection on hard courts. Serve and return metrics also tilt toward Shimabukuro, adding a further 4.7 points to the model’s probability. Both players display similar return indexes (Sho 89.71, Rodrigo 89.38) and comparable serving profiles (Sho 97.47 vs Rodrigo 93.78); neither gap exceeds five points, so expect a balanced baseline of service hold opportunities. Over their last three matches Shimabukuro has one win (over Tallon Griekspoor) and two recent losses on grass (to Tiafoe and Jaime Faria), while Pacheco Mendez arrives on a three-match losing run on hard courts, including straight-set exits in Acapulco and earlier Grand Slam rounds.

Total Games Predictions

🎾
Expected Total Games in Match 24.9 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 Rodrigo Pacheco Mendez. 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 Rodrigo Pacheco Mendez. The curve rises from 0% to 100%, showing the cumulative probability for each games total threshold.

Games Spread Predictions

📈
Expected Games Spread (Sho Shimabukuro - Rodrigo Pacheco Mendez) +2.7 Most likely spread: +3 (Sho Shimabukuro wins 3 more games)

📊 Games Spread Probability Distribution

Distribution

Probability of each games spread outcome

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

Probability of spread ≤ X

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

Aces and Double Faults Predictions

The aces prediction sees a moderate tally: predicted aces for the match are about 10.45, aligned with hard courts’ medium-paced nature. The double faults prediction is modest as well, with expected double faults around 5.04 for the contest. Since neither player has a markedly superior serve rating, the predicted aces and expected double faults reflect two competent servers on a neutral hard surface.
🎯
Expected Total Aces 10.4 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 Rodrigo Pacheco Mendez. 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 Rodrigo Pacheco Mendez. 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 Rodrigo Pacheco Mendez. 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 Rodrigo Pacheco Mendez. 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

31.5% Predicted: No tiebreak

Exact Score Distribution BO3

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

2-0 Most likely set score (39.8%)
Probability distribution of the final set score from Sho Shimabukuro's perspective. Format: BO3.

Final Prediction

Shimabukuro’s edge is driven primarily by his recent record at higher-level events — the top model key factor — plus a better hard-court fit and higher Elo. Watch how effectively he converts break chances early: if he can pressure Pacheco Mendez’s serve, the match could end up shorter than the average for this round.

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