Houston TX, U.S.A. Clay Atp 250 Quarterfinals

Learner Tien vs Roman Andres Burruchaga: AI Prediction | Games, Spread, Aces & Double Faults

Learner Tien

Rank: #22
65%
VS

Roman Andres Burruchaga

Rank: #77
35%
Expected Total Games: 23.1
Predicted Winner: Learner Tien

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Player Metrics

Learner Tien

Form Index: 61.3
ELO Rating: 1818.1
Glicko2 Rating: 1844.8
Current Fatigue (minutes): 120.0
Surface Strength:
Hard: 62.6
Clay: 39.7
Grass: 42.5
Serve Rating: 68.5
Return Rating: 70.5

Roman Andres Burruchaga

Form Index: 53.2
ELO Rating: 1551.9
Glicko2 Rating: 1589.5
Current Fatigue (minutes): 212.0
Surface Strength:
Hard: 48.9
Clay: 40.2
Grass: 40.4
Serve Rating: 96.5
Return Rating: 95.0

Recent Matches

Learner Tien

  • Last Match: vs Nishesh Basavareddy (2-1) clay Houston 120 min
  • 2nd Last Match: vs Kamil Majchrzak (1-2) hard Miami 101 min
  • 3rd Last Match: vs Jannik Sinner (0-2) hard Indian Wells 66 min
  • 4th Last Match: vs Alejandro Davidovich Fokina (2-1) hard Indian Wells 128 min
  • 5th Last Match: vs Ben Shelton (2-1) hard Indian Wells 129 min

Roman Andres Burruchaga

  • Last Match: vs Brandon Nakashima (2-1) clay Houston 127 min
  • 2nd Last Match: vs Adam Walton (2-0) clay Houston 85 min
  • 3rd Last Match: vs Arthur Fery (1-2) hard Miami 158 min
  • 4th Last Match: vs Chun-Hsin Tseng (1-2) hard Indian Wells 156 min
  • 5th Last Match: vs Moez Echargui (2-1) hard Indian Wells 196 min

Head-to-Head (Last 2 Seasons)

0
Learner Tien
vs
0
Roman Andres Burruchaga
Hard
0 - 0
Clay
0 - 0
Grass
0 - 0

Key Prediction Insights

This quarterfinal in Houston, Texas — a 250-level clay event — pairs No. 22 Learner Tien against No. 77 Roman Andres Burruchaga. The model favors Tien (65.13% chance) over Burruchaga (34.87%), with a projected total of about 23.1 games in the match.

Match Analysis

On paper Tien brings the higher ranking (22), a superior Elo (1818.1) and a stronger form index (61.35) than Burruchaga (rank 77, Elo 1551.9, form 53.24). Tien also arrives with lower cumulative fatigue (120 minutes on court in this event) versus Burruchaga’s 212 minutes, a meaningful freshness advantage on a physically demanding clay surface. Surface strength indices are nearly identical (Tien 39.72, Burruchaga 40.24), so neither player has a clear clay-specialist edge. Serve and return profiles are lopsided: Burruchaga’s mean serve index (96.47) far outstrips Tien’s (68.49) by more than 5 points, and his mean return index (95.02) also eclipses Tien’s (70.48). That large gap in both serve and return capacity suggests Burruchaga can generate more free points, but his heavy workload in earlier rounds may blunt that advantage. Over their last three matches Tien has one victory (a 2–1 win in Houston lasting 120 minutes) after losses in Miami and Indian Wells; Burruchaga has built momentum in Houston with consecutive wins (including a 127-minute win over Brandon Nakashima) after an earlier long loss in Miami. Those recent clay wins give Burruchaga confidence, but the combination of Tien’s higher ranking, Elo and relative freshness drives the prediction.

Total Games Predictions

🎾
Expected Total Games in Match 23.1 Most likely outcome: 23 games

📊 Total Games Probability Distribution

Distribution

Probability of each total games outcome

Probability distribution chart for total games in Learner Tien versus Roman Andres Burruchaga. 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 Learner Tien versus Roman Andres Burruchaga. The curve rises from 0% to 100%, showing the cumulative probability for each games total threshold.

Games Spread Predictions

📈
Expected Games Spread (Learner Tien - Roman Andres Burruchaga) +1.7 Most likely spread: +1 (Learner Tien wins 1 more games)

📊 Games Spread Probability Distribution

Distribution

Probability of each games spread outcome

Probability distribution chart for games spread in Learner Tien versus Roman Andres Burruchaga. Positive values indicate Learner Tien winning more games, negative values indicate Roman Andres Burruchaga winning more games.
Cumulative Probability (CDF)

Probability of spread ≤ X

Cumulative distribution function chart for games spread in Learner Tien versus Roman Andres Burruchaga. The curve shows the cumulative probability for each spread threshold.

Aces and Double Faults Predictions

The aces prediction sits at about 7.59 for the match while the double faults prediction is 7.04. On clay, predicted aces tend to be lower because the slower surface and higher bounce reduce outright service winners; conversely, expected double faults can rise as long rallies and fatigue set in. Burruchaga’s much higher serve rating suggests he will account for a larger share of the predicted aces, though his accumulated minutes could increase the expected double faults.
🎯
Expected Total Aces 7.6 Most likely: 7 aces
Expected Total Double Faults 7.0 Most likely: 7 double faults

🎯 Aces Probability Distribution

Distribution

Probability of each ace count outcome

Probability distribution chart for total aces in Learner Tien versus Roman Andres Burruchaga. 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 Learner Tien versus Roman Andres Burruchaga. 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 Learner Tien versus Roman Andres Burruchaga. 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 Learner Tien versus Roman Andres Burruchaga. The curve shows the cumulative probability for each double faults threshold.

Final Prediction

Tien’s edge comes down to higher ranking, stronger Elo, better recent form and notably less fatigue — factors that favor consistency across long clay rallies. The key factor to watch is whether Burruchaga’s powerful serve and return numbers can overcome his heavier minutes in the tank; how those weapons hold up will likely decide the outcome.

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