Hamburg Hamburg, GER Clay Wta 250 Round of 32

Anna Bondar vs Tamara Korpatsch: AI Prediction | Games, Spread, Aces & Double Faults

Anna Bondar

Rank: #97
78%
VS

Tamara Korpatsch

Rank: #81
22%
Expected Total Games: 21.3
Predicted Winner: Anna Bondar

Why the Model Favors Anna Bondar

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

Recent form +10.4 Anna Bondar
Recent record by level +6.3 Anna Bondar
Serve & return game +5.3 Anna Bondar
Fatigue & recent workload +1.4 Anna Bondar
Overall record & opposition quality +1.4 Anna Bondar

Starting from an even matchup, these factors move the model to 78% for Anna Bondar. Computed with gradient-based attribution on our neural network — not editorial opinion. How to read this →

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Player Metrics

Anna Bondar

Form Index: 22.4
ELO Rating: 1590.8
Glicko2 Rating: 1646.6
Current Fatigue (minutes): 118.0
Surface Strength:
Hard: 17.0
Clay: 29.8
Grass: 7.9
Serve Rating: 96.4
Return Rating: 90.4

Tamara Korpatsch

Form Index: 26.9
ELO Rating: 1609.5
Glicko2 Rating: 1689.0
Current Fatigue (minutes): 133.0
Surface Strength:
Hard: 21.4
Clay: 23.5
Grass: 6.0
Serve Rating: 93.9
Return Rating: 87.6

Recent Matches

Anna Bondar

Tamara Korpatsch

  • Last Match: vs Victoria Jimenez Kasintseva (1-1) clay Hamburg 133 min
  • 2nd Last Match: vs Coco Gauff (0-2) grass Wimbledon 120 min
  • 3rd Last Match: vs Irina-Camelia Begu (0-2) grass Bad Homburg 80 min
  • 4th Last Match: vs Mia Pohankova (0-2) grass Berlin 99 min
  • 5th Last Match: vs Elena-Gabriela Ruse (0-2) grass S Hertogenbosch 123 min

Head-to-Head (Last 2 Seasons)

0
Anna Bondar
vs
0
Tamara Korpatsch
Hard
0 - 0
Clay
0 - 0
Grass
0 - 0

Key Prediction Insights

This first-round match in Hamburg (clay, WTA 250) pits Anna Bondar against Tamara Korpatsch in the round of 32. The model strongly favors Anna Bondar (77.76% win probability) over Tamara Korpatsch (22.24%), with a predicted total of about 21.3 games in the match.

Match Analysis

The model's edge for Bondar comes mainly from recent form (+10.4 percentage points), recent record by level (+6.3) and the serve & return game (+5.3), with smaller contributions from fatigue/workload and overall record. Bondar (rank 97) brings an Elo of 1590.8, a form index of 22.45 and a clay surface strength index of 29.84. Her mean serve index (96.42) and mean return index (90.42) underpin the model’s serve/return advantage. Korpatsch (rank 81) sits slightly higher in Elo at 1609.5 and has a marginally higher form index (26.91) but a lower clay surface strength (23.53). Cumulative minutes on court favor Bondar (118 minutes) over Korpatsch (133 minutes), a factor the model notes for fatigue. On recent results, Bondar arrives after two wins on clay (including the Hamburg opening victory over Moyuka Uchijima) and a long three-set loss to Tamara Zidansek in Iasi, showing resilience on the surface. Korpatsch’s most recent result is a win in Hamburg (133 minutes), but her prior two matches were straight-set losses on grass to higher-ranked opponents, which contributes to the model weighting Bondar’s recent clay form more heavily. Overall, Bondar’s recent clay performances and sharper return numbers tilt the matchup in her favor despite Korpatsch’s slightly better ranking and Elo.

Total Games Predictions

🎾
Expected Total Games in Match 21.3 Most likely outcome: 21 games

📊 Total Games Probability Distribution

Distribution

Probability of each total games outcome

Probability distribution chart for total games in Anna Bondar versus Tamara Korpatsch. 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 Anna Bondar versus Tamara Korpatsch. The curve rises from 0% to 100%, showing the cumulative probability for each games total threshold.

Games Spread Predictions

📈
Expected Games Spread (Anna Bondar - Tamara Korpatsch) +2.8 Most likely spread: +3 (Anna Bondar wins 3 more games)

📊 Games Spread Probability Distribution

Distribution

Probability of each games spread outcome

Probability distribution chart for games spread in Anna Bondar versus Tamara Korpatsch. Positive values indicate Anna Bondar winning more games, negative values indicate Tamara Korpatsch winning more games.
Cumulative Probability (CDF)

Probability of spread ≤ X

Cumulative distribution function chart for games spread in Anna Bondar versus Tamara Korpatsch. The curve shows the cumulative probability for each spread threshold.

Aces and Double Faults Predictions

Aces prediction: the model projects about 3.38 total aces for the match and an expected double faults total of roughly 5.75. On slow clay, the predicted aces are low — clay reduces outright service winners — while expected double faults are higher, reflecting longer points and possible serving pressure. Both players have strong serve indices, but neither holds a large enough gap to substantially raise the predicted aces above the clay baseline.
🎯
Expected Total Aces 3.4 Most likely: 3 aces
Expected Total Double Faults 5.8 Most likely: 5 double faults

🎯 Aces Probability Distribution

Distribution

Probability of each ace count outcome

Probability distribution chart for total aces in Anna Bondar versus Tamara Korpatsch. 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 Anna Bondar versus Tamara Korpatsch. 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 Anna Bondar versus Tamara Korpatsch. 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 Anna Bondar versus Tamara Korpatsch. 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

21.2% Predicted: No tiebreak

Exact Score Distribution BO3

Probability of each set-by-set outcome (Anna Bondar's perspective)

2-0 Most likely set score (58.5%)
Probability distribution of the final set score from Anna Bondar's perspective. Format: BO3.

Final Prediction

Bondar’s edge is driven primarily by recent form on clay, supported by a more robust serve/return profile and slightly lower fatigue. Watch the return/early-break exchanges and Korpatsch’s serve under pressure; those will likely decide whether the match runs short as projected or becomes more competitive.

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