Cincinnati OH, U.S.A. Hard Masters 1000 Round of 128

Thiago Agustin Tirante vs Jan Choinski: AI Prediction | Games, Spread, Aces & Double Faults

Thiago Agustin Tirante

Rank: #65
70%
VS

Jan Choinski

Rank: #77
30%
Expected Total Games: 25.5
Predicted Winner: Thiago Agustin Tirante

Why the Model Favors Thiago Agustin Tirante

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

Surface fit +4.0 Thiago Agustin Tirante
Recent record by level +3.5 Thiago Agustin Tirante
Recent form +3.4 Thiago Agustin Tirante
Serve & return game +2.8 Thiago Agustin Tirante
Overall strength +2.7 Thiago Agustin Tirante

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

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Player Metrics

Thiago Agustin Tirante

Form Index: 50.2
ELO Rating: 1742.6
Glicko2 Rating: 1769.4
Current Fatigue (minutes): 0.0
Surface Strength:
Hard: 25.6
Clay: 28.5
Grass: 6.2
Serve Rating: 96.7
Return Rating: 89.3

Jan Choinski

Form Index: 38.6
ELO Rating: 1583.4
Glicko2 Rating: 1579.3
Current Fatigue (minutes): 0.0
Surface Strength:
Hard: 10.2
Clay: 10.1
Grass: 11.0
Serve Rating: 95.3
Return Rating: 87.0

Recent Matches

Thiago Agustin Tirante

  • Last Match: vs Learner Tien (0-2) hard Toronto 109 min
  • 2nd Last Match: vs Alexei Popyrin (2-0) hard Toronto 76 min
  • 3rd Last Match: vs Taylor Fritz (2-0) hard Toronto 88 min
  • 4th Last Match: vs Duncan Chan (2-1) hard Toronto 121 min
  • 5th Last Match: vs Nikoloz Basilashvili (2-1) clay Bastad 164 min

Jan Choinski

  • Last Match: vs Nikoloz Basilashvili (0-2) clay Bastad 106 min
  • 2nd Last Match: vs Frances Tiafoe (1-3) grass Wimbledon 174 min
  • 3rd Last Match: vs Vit Kopriva (3-0) grass Wimbledon 174 min
  • 4th Last Match: vs Zizou Bergs (0-2) grass Eastbourne 76 min
  • 5th Last Match: vs Felix Gill (2-1) grass Eastbourne 135 min

Head-to-Head (Last 2 Seasons)

0
Thiago Agustin Tirante
vs
0
Jan Choinski
Hard
0 - 0
Clay
0 - 0
Grass
0 - 0

Key Prediction Insights

Cincinnati, Ohio — Round of 128 on hard court at a Masters 1000 event sees Thiago Agustin Tirante tipped to beat Jan Choinski. The model projects Tirante to win with a 69.92% chance versus 30.08% for Choinski, and expects about 25.49 total games in the match.

Match Analysis

The model’s edge for Tirante comes mainly from surface fit (+4.0 points) and his stronger record and recent form at comparable levels (+3.5 and +3.4 points). Those factors align with his higher ranking (No. 65 vs No. 77), superior Elo (1742.6 vs 1583.4) and a notably better surface strength index on hard courts (25.56 vs 10.18). Tirante also posts stronger proprietary form and match metrics (form index 50.21 vs 38.59), and both players arrive with no accumulated tournament fatigue. Serve and return metrics also tilt toward Tirante, contributing +2.8 points to the forecast, though the raw mean serve (96.75 vs 95.27) and return (89.27 vs 87.02) indices are close enough that neither player holds an overwhelming advantage there. Overall strength adds a further +2.7 points to Tirante’s probability. Over their last three matches, Tirante comes off two wins in Toronto — including victories over Alexei Popyrin and Taylor Fritz — before a loss to Learner Tien; Choinski’s recent slate includes a win over Vit Kopriva at Wimbledon but defeats to Frances Tiafoe and Nikoloz Basilashvili, with longer, tougher encounters on grass and clay.

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 Thiago Agustin Tirante versus Jan Choinski. 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 Thiago Agustin Tirante versus Jan Choinski. The curve rises from 0% to 100%, showing the cumulative probability for each games total threshold.

Games Spread Predictions

📈
Expected Games Spread (Thiago Agustin Tirante - Jan Choinski) +1.9 Most likely spread: +2 (Thiago Agustin Tirante wins 2 more games)

📊 Games Spread Probability Distribution

Distribution

Probability of each games spread outcome

Probability distribution chart for games spread in Thiago Agustin Tirante versus Jan Choinski. Positive values indicate Thiago Agustin Tirante winning more games, negative values indicate Jan Choinski winning more games.
Cumulative Probability (CDF)

Probability of spread ≤ X

Cumulative distribution function chart for games spread in Thiago Agustin Tirante versus Jan Choinski. The curve shows the cumulative probability for each spread threshold.

Aces and Double Faults Predictions

The aces prediction sits at 13.44 for the match and the expected double faults are 5.59. On Cincinnati’s medium-paced hard courts the predicted aces reflect a balanced serving exchange — more than clay but fewer than the quickest grass events. Neither player posts a significantly higher serve index, so the predicted aces and double faults should reflect two competent servers rather than a single dominant big-server.
🎯
Expected Total Aces 13.4 Most likely: 13 aces
Expected Total Double Faults 5.6 Most likely: 5 double faults

🎯 Aces Probability Distribution

Distribution

Probability of each ace count outcome

Probability distribution chart for total aces in Thiago Agustin Tirante versus Jan Choinski. 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 Thiago Agustin Tirante versus Jan Choinski. 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 Thiago Agustin Tirante versus Jan Choinski. 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 Thiago Agustin Tirante versus Jan Choinski. 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

43.3% Predicted: No tiebreak

Exact Score Distribution BO3

Probability of each set-by-set outcome (Thiago Agustin Tirante's perspective)

2-0 Most likely set score (44.4%)
Probability distribution of the final set score from Thiago Agustin Tirante's perspective. Format: BO3.

Final Prediction

Tirante’s edge is driven chiefly by surface fit and his recent form and results at this level. The key factor to watch will be how effectively Tirante converts return opportunities on this medium-paced hard court; that could determine whether the match follows the model’s projected straight sets or stretches longer.

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