Vienna Austria Hard Atp 500 Round of 32

Luca Van Assche vs Learner Tien Prediction

Luca Van Assche

Rank: #46
28%
VS

Learner Tien

Rank: #18
72%
Expected Total Games: 22.3
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 +11.1 Learner Tien
Surface fit +5.0 Learner Tien
Overall strength +4.7 Learner Tien
Overall record & opposition quality +2.5 Learner Tien
Recent form +2.3 Luca Van Assche

Starting from an even matchup, these factors move the model to 72% for Learner Tien. Computed with gradient-based attribution on our neural network, not editorial opinion. How to read this →

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Player Metrics

Luca Van Assche

Form Index: 41.1
ELO Rating: 1603.5
Glicko2 Rating: 1646.9
Current Fatigue (minutes): 0.0
Surface Strength:
Hard: 16.6
Clay: 21.3
Grass: 2.0
Serve Rating: 95.0
Return Rating: 89.7

Learner Tien

Form Index: 38.4
ELO Rating: 1784.8
Glicko2 Rating: 1830.2
Current Fatigue (minutes): 0.0
Surface Strength:
Hard: 35.9
Clay: 27.7
Grass: 15.2
Serve Rating: 95.1
Return Rating: 88.1

Recent Matches

Luca Van Assche
❌ ✅ ✅ ❌ ❌

Learner Tien
❌ ✅ ❌ ❌ ✅

Head-to-Head (Last 2 Seasons)

0
Luca Van Assche
vs
0
Learner Tien
Hard
0 - 0
Clay
0 - 0
Grass
0 - 0

Key Prediction Insights

Learner Tien is favoured to win the Vienna Round of 32 match, with the forecast giving him 72% against Luca Van Assche’s 28%. It projects 22.3 total games.

Match Analysis

Tien’s stronger record against opposition at this level, better hard-court fit and higher overall strength underpin the forecast. He is ranked 18th, compared with Van Assche at 46th, while their serve strength is nearly even. Van Assche has won two of his last three matches, including a hard-court win over Valentin Vacherot. Tien’s recent run includes losses to Casper Ruud and Hubert Hurkacz, so recent form offers Van Assche a small counterpoint to Tien’s broader advantages.

Total Games Predictions

🎾
Expected Total Games in Match 22.3 Most likely outcome: 21 games

📊 Total Games Probability Distribution

Distribution

Probability of each total games outcome

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

Games Spread Predictions

📈
Expected Games Spread (Luca Van Assche - Learner Tien) -2.9 Most likely spread: -3 (Learner Tien wins 3 more games)

📊 Games Spread Probability Distribution

Distribution

Probability of each games spread outcome

Probability distribution chart for games spread in Luca Van Assche versus Learner Tien. Positive values indicate Luca Van Assche winning more games, negative values indicate Learner Tien winning more games.
Cumulative Probability (CDF)

Probability of spread ≤ X

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

Aces and Double Faults Predictions

Van Assche is projected to hit 4.8 aces and 3.2 double faults, while Tien is projected for 6.2 aces and 3.4 double faults. Their serve strength is almost identical, making Tien’s projected ace advantage modest on hard court.
🎯
Expected Total Aces 10.9 Most likely: 9 aces Per player: Luca Van Assche 4.8 + Learner Tien 6.2
❌
Expected Total Double Faults 6.6 Most likely: 5 double faults Per player: Luca Van Assche 3.2 + Learner Tien 3.4

🎯 Aces Probability Distribution

Distribution

Probability of each ace count outcome

Probability distribution chart for total aces in Luca Van Assche versus Learner Tien. 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 Luca Van Assche versus Learner Tien. The curve shows the cumulative probability for each aces threshold.

🎯 Aces by Player

Luca Van Assche

Expected 4.8 aces

Probability distribution for the aces Luca Van Assche serves in this match.
Learner Tien

Expected 6.2 aces

Probability distribution for the aces Learner Tien serves in this match.

❌ Double Faults Probability Distribution

Distribution

Probability of each double fault count outcome

Probability distribution chart for double faults in Luca Van Assche versus Learner Tien. 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 Luca Van Assche versus Learner Tien. The curve shows the cumulative probability for each double faults threshold.

❌ Double Faults by Player

Luca Van Assche

Expected 3.2 double faults

Probability distribution for the double faults Luca Van Assche serves in this match.
Learner Tien

Expected 3.4 double faults

Probability distribution for the double faults Learner Tien serves in this match.

Match Format Predictions

Tiebreak Likelihood

Probability that any tiebreak is played in this match

34.4% Predicted: No tiebreak

Exact Score Distribution BO3

Probability of each set-by-set outcome (Luca Van Assche's perspective)

0-2 Most likely set score (46.1%)
Probability distribution of the final set score from Luca Van Assche's perspective. Format: BO3.

Final Prediction

Van Assche’s stronger return is his clearest way to challenge the forecast. If he can use it to put sustained pressure on Tien’s serve, the gap between them could narrow.

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