Los Cabos Mexico Hard Atp 250 Round of 32

Soonwoo Kwon vs Arthur Gea: AI Prediction | Games, Spread, Aces & Double Faults

Soonwoo Kwon

Rank: #158
45%
VS

Arthur Gea

Rank: #127
55%
Expected Total Games: 29.0
Predicted Winner: Arthur Gea

Why the Model Favors Arthur Gea

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

Recent form +4.3 Soonwoo Kwon
Surface fit +4.1 Arthur Gea
Overall strength +3.6 Arthur Gea
Overall record & opposition quality +3.5 Soonwoo Kwon
Recent record by level +3.4 Arthur Gea

Starting from an even matchup, these factors move the model to 55% for Arthur Gea. Computed with gradient-based attribution on our neural network — not editorial opinion. How to read this →

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Player Metrics

Soonwoo Kwon

Form Index: 68.7
ELO Rating: 1677.2
Glicko2 Rating: 1868.4
Current Fatigue (minutes): 191.0
Surface Strength:
Hard: 13.1
Clay: 10.5
Grass: 15.3
Serve Rating: 92.0
Return Rating: 92.2

Arthur Gea

Form Index: 34.7
ELO Rating: 1560.1
Glicko2 Rating: 1633.6
Current Fatigue (minutes): 0.0
Surface Strength:
Hard: 24.2
Clay: 9.0
Grass: 6.1
Serve Rating: 93.6
Return Rating: 87.0

Recent Matches

Soonwoo Kwon

  • Last Match: vs Edward Winter (2-0) hard Los Cabos 102 min
  • 2nd Last Match: vs Alan Fernando Rubio Fierros (2-0) hard Los Cabos 89 min
  • 3rd Last Match: vs Tommy Paul (0-3) grass Wimbledon 174 min
  • 4th Last Match: vs Martin Landaluce (3-0) grass Wimbledon 174 min
  • 5th Last Match: vs Alejandro Moro Canas (3-0) grass Wimbledon 174 min

Arthur Gea

  • Last Match: vs Soonwoo Kwon (1-2) grass Wimbledon 174 min
  • 2nd Last Match: vs Raul Brancaccio (2-0) grass Wimbledon 174 min
  • 3rd Last Match: vs Karen Khachanov (0-3) clay Roland Garros 174 min
  • 4th Last Match: vs Aleksandar Kovacevic (0-2) clay Hamburg 101 min
  • 5th Last Match: vs Aleksandar Kovacevic (2-1) clay Hamburg 144 min

Head-to-Head (Last 2 Seasons)

1
Soonwoo Kwon
vs
0
Arthur Gea
Hard
0 - 0
Clay
0 - 0
Grass
1 - 0

Key Prediction Insights

Los Cabos, Mexico — round of 32 on hard courts at an ATP 250 event. The model backs Arthur Gea to advance (54.90%) over Soonwoo Kwon (45.10%), with a predicted total of about 29.0 games in the match, suggesting a straight-set win or a tight 2–1 outcome with relatively short sets.

Match Analysis

The model’s edge for Gea is driven primarily by surface fit and recent record at comparable levels, with overall strength metrics also nudging the probability his way; Kwon’s recent form and quality of opposition provide a counterweight. Gea’s surface strength index (24.24) is notably higher than Kwon’s (13.12), which helps explain the surface-fit lift toward Gea even though both values are modest. Kwon, however, brings the stronger recent momentum — a form index of 68.75 and back-to-back wins at Los Cabos — which is the largest single factor favoring him. Rank and ratings give a mixed picture: Gea sits higher in the rankings at 127 versus Kwon’s 158, but Kwon has the superior Elo (1677.18 vs 1560.09). Fatigue is a clear differentiator — Kwon has already spent 191 minutes on court in this event while Gea arrives fresh with zero tournament minutes — which may blunt Kwon’s form edge over longer exchanges. Serve profiles are close (Kwon 91.96, Gea 93.58); on returns Kwon enjoys a measurable advantage (mean return 92.22 vs Gea’s 87.00), a gap greater than five points that could be decisive on return games. Over their last three matches Kwon has two recent hard-court wins and a heavy loss at Wimbledon, while Gea’s form mixes a notable grass win and losses at higher-level events.

Total Games Predictions

🎾
Expected Total Games in Match 29.0 Most likely outcome: 29 games

📊 Total Games Probability Distribution

Distribution

Probability of each total games outcome

Probability distribution chart for total games in Soonwoo Kwon 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 Soonwoo Kwon 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 (Soonwoo Kwon - 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 Soonwoo Kwon versus Arthur Gea. Positive values indicate Soonwoo Kwon 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 Soonwoo Kwon 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 11.44 total and the expected double faults are 8.65. On a medium-paced hard court this aligns with a moderate number of aces and a somewhat elevated double-fault count given both players’ attacking serving profiles. Gea’s slightly higher serve index may lift the predicted aces marginally, but the surface and Kwon’s strong return reduce the likelihood of a very high ace total.
🎯
Expected Total Aces 11.4 Most likely: 11 aces
Expected Total Double Faults 8.7 Most likely: 8 double faults

🎯 Aces Probability Distribution

Distribution

Probability of each ace count outcome

Probability distribution chart for total aces in Soonwoo Kwon 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 Soonwoo Kwon 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 Soonwoo Kwon 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 Soonwoo Kwon 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

36.1% Predicted: No tiebreak

Exact Score Distribution BO3

Probability of each set-by-set outcome (Soonwoo Kwon's perspective)

0-2 Most likely set score (29.7%)
Probability distribution of the final set score from Soonwoo Kwon's perspective. Format: BO3.

Final Prediction

Gea’s edge comes mainly from better surface fit (top model driver) and a cleaner recent record at comparable levels, while Kwon’s recent form and higher Elo keep this tightly contested. Watch the return/serve battle — Kwon’s superior return index and Gea’s freshness are the key in-play variables that will decide the outcome.

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