Cincinnati OH, U.S.A. Hard Masters 1000 Round of 64

Learner Tien vs Sebastian Baez: AI Prediction | Games, Spread, Aces & Double Faults

Learner Tien

Rank: #19
70%
VS

Sebastian Baez

Rank: #48
30%
Expected Total Games: 25.2
Predicted Winner: Learner Tien

Why the Model Favors Learner Tien

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

Recent record by level +6.1 Learner Tien
Surface fit +4.4 Learner Tien
Serve & return game +4.3 Learner Tien
Overall strength +2.4 Learner Tien
Recent form +1.9 Learner Tien

Starting from an even matchup, these factors move the model to 70% for Learner Tien. Computed with gradient-based attribution on our neural network, not editorial opinion. How to read this →

Also available in Claude and Perplexity. Query these predictions in plain language: our native connector lets your AI assistant call our models on demand, no code.

Set it up

Player Metrics

Learner Tien

Form Index: 47.4
ELO Rating: 1805.1
Glicko2 Rating: 1844.1
Current Fatigue (minutes): 0.0
Surface Strength:
Hard: 41.3
Clay: 27.7
Grass: 15.2
Serve Rating: 95.9
Return Rating: 90.1

Sebastian Baez

Form Index: 49.7
ELO Rating: 1637.4
Glicko2 Rating: 1717.1
Current Fatigue (minutes): 108.0
Surface Strength:
Hard: 21.5
Clay: 17.8
Grass: 9.7
Serve Rating: 95.0
Return Rating: 88.7

Recent Matches

Learner Tien

Sebastian Baez

Head-to-Head (Last 2 Seasons)

0
Learner Tien
vs
0
Sebastian Baez
Hard
0 - 0
Clay
0 - 0
Grass
0 - 0

Key Prediction Insights

Cincinnati, Ohio. Round of 64 on hard courts at a Masters 1000 event. The model favors Learner Tien to win with a 70.18% probability, while Sebastian Baez is given a 29.82% chance. The match is expected to be relatively short by Masters standards, with a projected 25.22 total games.

Match Analysis

The model's edge for Learner Tien comes mainly from recent record by level, surface fit, and serve and return game. Recent record by level contributes the largest swing toward Tien because his recent wins came on hard courts at high-level events, whereas Baez has mixed results and heavier minutes in the draw. Surface fit also favors Tien, whose surface strength index is 41.26 compared with Baez at 21.48. Serve and return profiles add to Tien's advantage: both players have strong serve indexes, 95.91 for Tien and 94.95 for Baez, and Tien holds a slightly better mean return index, 90.07 versus 88.68. Tien arrives as world number 19 with an Elo of 1805.05 and no accumulated fatigue in this tournament. His form index sits at 47.39. Baez is ranked 48 with an Elo of 1637.40, a form index of 49.66, and 108 minutes of fatigue already logged in Cincinnati. These differences in ranking and Elo reflect Tien's overall strength edge. Recent match patterns show Tien winning two straight matches in Toronto before a loss to Ben Shelton in a 84 minute match. Baez has alternated results with a solid Cincinnati win over Grigor Dimitrov in 108 minutes, a Toronto loss to Zizou Bergs, and a prior win over Mattia Bellucci.

Total Games Predictions

🎾
Expected Total Games in Match 25.2 Most likely outcome: 25 games

📊 Total Games Probability Distribution

Distribution

Probability of each total games outcome

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

Games Spread Predictions

📈
Expected Games Spread (Learner Tien - Sebastian Baez) +1.2 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 Sebastian Baez. Positive values indicate Learner Tien winning more games, negative values indicate Sebastian Baez winning more games.
Cumulative Probability (CDF)

Probability of spread ≤ X

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

Aces and Double Faults Predictions

The aces prediction for this hard court clash is modest, with predicted aces at 7.24 for the match. The double faults prediction is 5.94 expected double faults. Hard courts tend to produce a balanced number of aces, which fits these totals. Neither player has a significantly higher serve rating, so a big divergence in ace count from one player is not expected.
🎯
Expected Total Aces 7.2 Most likely: 7 aces
Expected Total Double Faults 5.9 Most likely: 5 double faults

🎯 Aces Probability Distribution

Distribution

Probability of each ace count outcome

Probability distribution chart for total aces in Learner Tien versus Sebastian Baez. 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 Sebastian Baez. 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 Sebastian Baez. The chart shows the predicted probability for each double-fault count.
Cumulative Probability (CDF)

Probability of double faults ≤ X

Cumulative distribution function chart for double faults in Learner Tien versus Sebastian Baez. 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

35.0% Predicted: No tiebreak

Exact Score Distribution BO3

Probability of each set-by-set outcome (Learner Tien's perspective)

2-0 Most likely set score (43.1%)
Probability distribution of the final set score from Learner Tien's perspective. Format: BO3.

Final Prediction

Tien’s projected edge stems primarily from recent record by level and better surface fit. Watch Tien’s return and Baez’s fatigue as the key factors that will decide whether the match follows the model projection.

Get Daily Tennis Predictions

Enjoyed this analysis? Subscribe to our Telegram channel and receive daily AI-driven tennis predictions directly on your phone.

Join Our Telegram Channel