Los Cabos Mexico Hard Atp 250 Semifinals

Coleman Wong vs Arthur Gea: AI Prediction | Games, Spread, Aces & Double Faults

Coleman Wong

Rank: #108
51%
VS

Arthur Gea

Rank: #127
49%
Expected Total Games: 27.7
Predicted Winner: Coleman Wong

Why the Model Favors Coleman Wong

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

Surface fit +2.5 Arthur Gea
Serve & return game +2.4 Coleman Wong
Fatigue & recent workload +1.2 Coleman Wong
Overall strength +1.1 Coleman Wong

Starting from an even matchup, these factors move the model to 51% for Coleman Wong. Computed with gradient-based attribution on our neural network — not editorial opinion. How to read this →

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Player Metrics

Coleman Wong

Form Index: 42.6
ELO Rating: 1570.4
Glicko2 Rating: 1640.6
Current Fatigue (minutes): 270.0
Surface Strength:
Hard: 24.4
Clay: 8.3
Grass: 0.2
Serve Rating: 96.6
Return Rating: 87.0

Arthur Gea

Form Index: 49.0
ELO Rating: 1632.2
Glicko2 Rating: 1744.8
Current Fatigue (minutes): 432.0
Surface Strength:
Hard: 28.2
Clay: 9.0
Grass: 6.1
Serve Rating: 93.8
Return Rating: 87.8

Recent Matches

Coleman Wong

  • Last Match: vs Jenson Brooksby (2-0) hard Los Cabos 89 min
  • 2nd Last Match: vs Jiri Lehecka (2-1) hard Los Cabos 112 min
  • 3rd Last Match: vs Darwin Blanch (2-0) hard Los Cabos 69 min
  • 4th Last Match: vs Borna Gojo (0-2) grass Wimbledon 174 min
  • 5th Last Match: vs James McCabe (1-2) grass S Hertogenbosch 110 min

Arthur Gea

  • Last Match: vs Francisco Cerundolo (2-1) hard Los Cabos 160 min
  • 2nd Last Match: vs Michael Zheng (2-1) hard Los Cabos 113 min
  • 3rd Last Match: vs Soonwoo Kwon (2-1) hard Los Cabos 159 min
  • 4th Last Match: vs Soonwoo Kwon (1-2) grass Wimbledon 174 min
  • 5th Last Match: vs Raul Brancaccio (2-0) grass Wimbledon 174 min

Head-to-Head (Last 2 Seasons)

0
Coleman Wong
vs
0
Arthur Gea
Hard
0 - 0
Clay
0 - 0
Grass
0 - 0

Key Prediction Insights

Semifinal action in Los Cabos on hard courts sets up a close encounter between Coleman Wong and Arthur Gea in this 250-level event in Mexico. The model gives a narrow nod to Coleman Wong (50.98%) over Arthur Gea (49.02%), with a predicted total of about 27.7 games in the match.

Match Analysis

The model's edge is driven primarily by two competing signals: Gea's slightly better surface fit and Wong's edge in the serve-and-return department. Gea’s surface strength index (28.21 vs Wong’s 24.40) contributes 2.5 percentage points toward him, suggesting the court characteristics play into his game. Conversely, Serve & return metrics tilt 2.4 points toward Wong—his mean serve index (96.62) and strong return index (87.04) underpin that advantage. Looking at the raw profiles, Wong is the higher-ranked player (No.108) with an Elo of 1570 and a form index of 42.6; Gea sits at 127 with a higher Elo (1632) and a form index of 49.0. Fatigue is a clear differentiator: Wong has played 270 minutes in the event, while Gea has accumulated 432 minutes — the fatigue & workload factor moves the odds 1.2 points toward Wong, reflecting concerns about Gea’s heavier match load. Over the last three rounds both men are undefeated here: Wong dispatched Brooksby, Lehecka and Blanch in relatively shorter matches (89, 112, 69 minutes), while Gea survived longer encounters with Cerundolo, Zheng and Kwon (160, 113, 159 minutes), underscoring the contrast in physical toll.

Total Games Predictions

🎾
Expected Total Games in Match 27.7 Most likely outcome: 27 games

📊 Total Games Probability Distribution

Distribution

Probability of each total games outcome

Probability distribution chart for total games in Coleman Wong versus Arthur Gea. 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 Coleman Wong versus Arthur Gea. The curve rises from 0% to 100%, showing the cumulative probability for each games total threshold.

Games Spread Predictions

📈
Expected Games Spread (Coleman Wong - Arthur Gea) -0.3 Most likely spread: -1 (Arthur Gea wins 1 more games)

📊 Games Spread Probability Distribution

Distribution

Probability of each games spread outcome

Probability distribution chart for games spread in Coleman Wong versus Arthur Gea. Positive values indicate Coleman Wong winning more games, negative values indicate Arthur Gea winning more games.
Cumulative Probability (CDF)

Probability of spread ≤ X

Cumulative distribution function chart for games spread in Coleman Wong versus Arthur Gea. The curve shows the cumulative probability for each spread threshold.

Aces and Double Faults Predictions

The aces prediction for the match is 15.9 total and the predicted aces distribution should reflect a balanced serving day on hard court; hard courts typically produce a moderate ace count compared with grass or clay. The double faults prediction sits at an expected double faults total of 7.83 for the match. While neither player’s serve index exceeds the other by more than 5 points, Wong’s marginally higher serve rating may give him a slightly larger share of the predicted aces.
🎯
Expected Total Aces 15.9 Most likely: 15 aces
Expected Total Double Faults 7.8 Most likely: 7 double faults

🎯 Aces Probability Distribution

Distribution

Probability of each ace count outcome

Probability distribution chart for total aces in Coleman Wong versus Arthur Gea. 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 Coleman Wong versus Arthur Gea. 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 Coleman Wong versus Arthur Gea. 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 Coleman Wong versus Arthur Gea. 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

49.2% Predicted: No tiebreak

Exact Score Distribution BO3

Probability of each set-by-set outcome (Coleman Wong's perspective)

0-2 Most likely set score (28.9%)
Probability distribution of the final set score from Coleman Wong's perspective. Format: BO3.

Final Prediction

Wong’s slight overall edge comes from a combination of serve/return performance and the fitness differential, with the top model key factor to watch being surface fit vs. fatigue — Gea’s better surface numbers are countered by his heavier minutes on court. The match should hinge on who can hold tight under pressure: serve efficiency and physical freshness will decide this semifinal.

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