Geneva Switzerland Clay Atp 250 Round of 16

Stefanos Tsitsipas vs Learner Tien: AI Prediction | Games, Spread, Aces & Double Faults

Stefanos Tsitsipas

Rank: #75
41%
VS

Learner Tien

Rank: #21
59%
Expected Total Games: 25.5
Predicted Winner: Learner Tien

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Player Metrics

Stefanos Tsitsipas

Form Index: 45.0
ELO Rating: 1680.2
Glicko2 Rating: 1702.1
Current Fatigue (minutes): 93.0
Surface Strength:
Hard: 24.8
Clay: 23.6
Grass: 11.6
Serve Rating: 96.2
Return Rating: 89.6

Learner Tien

Form Index: 42.7
ELO Rating: 1765.4
Glicko2 Rating: 1802.3
Current Fatigue (minutes): 0.0
Surface Strength:
Hard: 39.8
Clay: 16.8
Grass: 16.1
Serve Rating: 94.7
Return Rating: 87.5

Recent Matches

Stefanos Tsitsipas

Learner Tien

Head-to-Head (Last 2 Seasons)

0
Stefanos Tsitsipas
vs
0
Learner Tien
Hard
0 - 0
Clay
0 - 0
Grass
0 - 0

Key Prediction Insights

Geneva, Switzerland — Round of 16 on clay at a 250-level tournament sets up an intriguing clash between Stefanos Tsitsipas and Learner Tien. The model leans toward Learner Tien to advance (58.79%) over Stefanos Tsitsipas (41.21%), with a predicted total of about 25.47 games in the match.

Match Analysis

Tsitsipas arrives ranked 75 with a form index of 44.95 and an Elo of 1680.25; he carries 93 minutes of court time in this event and shows a stronger surface strength index for clay (23.60) than his opponent. Tien is the higher-ranked player at 21, with a slightly lower form index (42.74) but a superior Elo (1765.41) and no accumulated fatigue in the tournament so far. Both players possess similarly high serving and returning profiles—Tsitsipas’ mean serve index (96.21) and mean return index (89.58) sit marginally ahead of Tien’s serve (94.65) and return (87.51), but not by a wide enough margin to be decisive on those metrics alone. Looking at recent results, Tsitsipas has shown mixed clay form: a straight-sets win in Geneva over Giovanni Mpetshi Perricard, bookended by losses to Tomas Machac (Rome) and a long, draining three-set match against Casper Ruud (Madrid). Tien’s recent slate in Rome includes two wins—over Alexander Bublik and Damir Dzumhur—followed by a loss to Rafael Jodar; that sequence suggests momentum but with a late setback. The combination of Tien’s higher Elo and fresher legs helps explain the model’s edge in this matchup.

Total Games Predictions

🎾
Expected Total Games in Match 25.5 Most likely outcome: 25 games

📊 Total Games Probability Distribution

Distribution

Probability of each total games outcome

Probability distribution chart for total games in Stefanos Tsitsipas 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 Stefanos Tsitsipas 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 (Stefanos Tsitsipas - Learner Tien) -0.7 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 Stefanos Tsitsipas versus Learner Tien. Positive values indicate Stefanos Tsitsipas 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 Stefanos Tsitsipas versus Learner Tien. The curve shows the cumulative probability for each spread threshold.

Aces and Double Faults Predictions

The aces prediction sits at about 9.36 for the match, while the predicted double faults total is roughly 5.5. On clay, expected aces are suppressed by the slower surface and higher bounce, so the predicted aces reflect fewer free points than on faster courts. Given the close serve indices, there’s no single dominant big-server in this pairing to substantially lift the predicted aces, but accumulated pressure could push the expected double faults upward as rallies and fatigue set in.
🎯
Expected Total Aces 9.4 Most likely: 9 aces
Expected Total Double Faults 5.5 Most likely: 5 double faults

🎯 Aces Probability Distribution

Distribution

Probability of each ace count outcome

Probability distribution chart for total aces in Stefanos Tsitsipas 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 Stefanos Tsitsipas versus Learner Tien. 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 Stefanos Tsitsipas versus Learner Tien. 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 Stefanos Tsitsipas versus Learner Tien. 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

29.0% Predicted: No tiebreak

Exact Score Distribution BO3

Probability of each set-by-set outcome (Stefanos Tsitsipas's perspective)

0-2 Most likely set score (32.3%)
Probability distribution of the final set score from Stefanos Tsitsipas's perspective. Format: BO3.

Final Prediction

Tien’s higher Elo rating and lack of fatigue give him the narrow edge in Geneva, despite Tsitsipas’ slightly better clay-specific profile and strong serving/return numbers. The key factor to watch is physical freshness — whoever holds energy in long exchanges and avoids costly double faults is likely to decide this tight encounter.

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