Madrid Spain Clay Masters 1000 Round of 64

Learner Tien vs Adolfo Daniel Vallejo: AI Prediction | Games, Spread, Aces & Double Faults

Learner Tien

Rank: #21
56%
VS

Adolfo Daniel Vallejo

Rank: #96
44%
Expected Total Games: 22.9
Predicted Winner: Learner Tien

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Player Metrics

Learner Tien

Form Index: 44.3
ELO Rating: 1785.4
Glicko2 Rating: 1812.8
Current Fatigue (minutes): 0.0
Surface Strength:
Hard: 62.1
Clay: 39.3
Grass: 42.5
Serve Rating: 69.0
Return Rating: 70.9

Adolfo Daniel Vallejo

Form Index: 76.8
ELO Rating: 1659.5
Glicko2 Rating: 1734.0
Current Fatigue (minutes): 297.0
Surface Strength:
Hard: 51.6
Clay: 41.1
Grass: 39.9
Serve Rating: 96.5
Return Rating: 94.1

Recent Matches

Learner Tien

Adolfo Daniel Vallejo

Head-to-Head (Last 2 Seasons)

0
Learner Tien
vs
0
Adolfo Daniel Vallejo
Hard
0 - 0
Clay
0 - 0
Grass
0 - 0

Key Prediction Insights

At the Madrid Masters 1000 on clay, Round of 64 pits world No. 21 Learner Tien against No. 96 Adolfo Daniel Vallejo. The model gives Tien the edge — predicted winner Learner Tien (56.16%) versus Vallejo (43.84%) — with an expected 22.91 total games in the match.

Match Analysis

Tien arrives with the higher ranking (21) and a superior Elo (1785.36 vs 1659.54), and he shows zero accumulated fatigue from this event. His form index sits at 44.34 and his surface strength index on clay is 39.27. Vallejo, despite being ranked 96, carries a strong recent form index of 76.81 and a slightly higher surface strength index of 41.07, but he brings 297 minutes of court time into Madrid, which is a tangible fatigue factor. There are large gaps in the underlying skill metrics: Vallejo’s mean serve index (96.50) exceeds Tien’s (68.96) by roughly 27.5 points, and his mean return index (94.08) is about 23.2 points higher — both differences are substantial and worth noting. Recent results underline the contrast. Tien’s last three matches show inconsistent outcomes: a win two matches ago in Houston but losses in his last and a prior hard-court exit in Miami. Vallejo has been in rhythm at this event, backing up wins over Pedro Martínez, Henrique Rocha and a notable victory over Grigor Dimitrov in Madrid’s early rounds. Those three straight wins explain his high form reading, but the accumulated minutes raise questions about how he will hold up over the longer points clay tends to produce.

Total Games Predictions

🎾
Expected Total Games in Match 22.9 Most likely outcome: 22 games

📊 Total Games Probability Distribution

Distribution

Probability of each total games outcome

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

Games Spread Predictions

📈
Expected Games Spread (Learner Tien - Adolfo Daniel Vallejo) -0.8 Most likely spread: -1 (Adolfo Daniel Vallejo 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 Adolfo Daniel Vallejo. Positive values indicate Learner Tien winning more games, negative values indicate Adolfo Daniel Vallejo winning more games.
Cumulative Probability (CDF)

Probability of spread ≤ X

Cumulative distribution function chart for games spread in Learner Tien versus Adolfo Daniel Vallejo. The curve shows the cumulative probability for each spread threshold.

Aces and Double Faults Predictions

The aces prediction for the match is modest: the model’s predicted aces total is 7.03. On clay, the predicted aces are typically suppressed compared with faster surfaces; this is reflected here. The double faults prediction (expected double faults 4.83) is higher than one might see on grass, and Vallejo’s heavy workload increases the chance of errors late in rallies. Vallejo’s much higher serve rating does lift the predicted ace count, but the surface and fatigue temper that advantage.
🎯
Expected Total Aces 7.0 Most likely: 7 aces
Expected Total Double Faults 4.8 Most likely: 4 double faults

🎯 Aces Probability Distribution

Distribution

Probability of each ace count outcome

Probability distribution chart for total aces in Learner Tien versus Adolfo Daniel Vallejo. 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 Adolfo Daniel Vallejo. 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 Adolfo Daniel Vallejo. 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 Adolfo Daniel Vallejo. The curve shows the cumulative probability for each double faults threshold.

Final Prediction

Tien’s edge comes from higher ranking, better Elo and freshness versus a red-hot but fatigued Vallejo. The key factor to watch is whether Vallejo’s pronounced serving/return metrics overcome the wear of 297 minutes on court — or if Tien’s relative freshness lets him exploit break opportunities on clay.

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