Iasi Iasi, ROU Clay Wta 250 Quarterfinals

Tamara Zidansek vs Petra Marcinko: AI Prediction | Games, Spread, Aces & Double Faults

Tamara Zidansek

Rank: #131
45%
VS

Petra Marcinko

Rank: #47
55%
Expected Total Games: 25.3
Predicted Winner: Petra Marcinko

Why the Model Favors Petra Marcinko

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

Recent form +9.1 Tamara Zidansek
Recent record by level +6.5 Petra Marcinko
Overall record & opposition quality +6.3 Petra Marcinko
Age +4.7 Petra Marcinko
Serve & return game +3.6 Tamara Zidansek

Starting from an even matchup, these factors move the model to 55% for Petra Marcinko. Computed with gradient-based attribution on our neural network — not editorial opinion. How to read this →

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Player Metrics

Tamara Zidansek

Form Index: 37.9
ELO Rating: 1581.5
Glicko2 Rating: 1697.3
Current Fatigue (minutes): 357.0
Surface Strength:
Hard: 14.3
Clay: 17.4
Grass: 10.7
Serve Rating: 94.4
Return Rating: 89.9

Petra Marcinko

Form Index: 34.0
ELO Rating: 1588.5
Glicko2 Rating: 1664.0
Current Fatigue (minutes): 266.0
Surface Strength:
Hard: 9.9
Clay: 22.6
Grass: 14.7
Serve Rating: 93.6
Return Rating: 86.5

Recent Matches

Tamara Zidansek

  • Last Match: vs Anna Bondar (2-1) clay Iasi 211 min
  • 2nd Last Match: vs Emiliana Arango (2-1) clay Iasi 146 min
  • 3rd Last Match: vs Sorana Cirstea (0-2) hard Cluj Napoca 53 min
  • 4th Last Match: vs Veronika Erjavec (2-0) hard Cluj Napoca 81 min
  • 5th Last Match: vs Lucrezia Stefanini (1-2) hard Cluj Napoca 139 min

Petra Marcinko

  • Last Match: vs Elina Avanesyan (2-0) clay Iasi 132 min
  • 2nd Last Match: vs Nadia Podoroska (2-1) clay Iasi 134 min
  • 3rd Last Match: vs Sofia Kenin (0-2) grass Wimbledon 120 min
  • 4th Last Match: vs Madison Keys (0-1) grass Eastbourne 29 min
  • 5th Last Match: vs Caty McNally (2-1) grass Eastbourne 136 min

Head-to-Head (Last 2 Seasons)

0
Tamara Zidansek
vs
0
Petra Marcinko
Hard
0 - 0
Clay
0 - 0
Grass
0 - 0

Key Prediction Insights

Quarterfinals in Iasi, Romania on clay at a 250-level event sets up Tamara Zidansek vs Petra Marcinko. The model tips Petra Marcinko to win (54.51%) over Tamara Zidansek (45.49%), with a predicted total of about 25.3 games in the match.

Match Analysis

The model’s edge for Marcinko comes despite Zidansek’s stronger recent form; the predictive lift toward Marcinko is driven by her superior recent results at this event level, a stronger overall record against comparable opposition, and an age-related advantage. Specifically, Recent form contributes +9.1 percentage points toward Zidansek, while Recent record by level (+6.5), Overall record & opposition quality (+6.3), and Age (+4.7) shift the balance to Marcinko. Serve & return game (+3.6) also favors Zidansek but is not enough to flip the prediction. Looking at the numbers: Marcinko is the higher-ranked player (47 vs 131) with a slightly higher Elo (1588.5 vs 1581.5). Zidansek posts a higher form index (37.9 vs 34.0) and stronger serve/return indices on paper (serve 94.43, return 89.89 vs Marcinko’s serve 93.63, return 86.48), while Marcinko has the marginally better surface strength (22.56 vs 17.45). Fatigue is a factor — Zidansek has spent 357 minutes on court in this event vs Marcinko’s 266, which may matter deep into rallies on slow clay. Recent matches underline the picture: Zidansek has won her last two clay matches in Iasi (including a long 211-minute three-set win over Anna Bondar) after a straight-set loss on hard to Sorana Cirstea. Marcinko arrives unbeaten in Iasi, beating Elina Avanesyan (2-0) and Nadia Podoroska (2-1) before an earlier defeat to Sofia Kenin on grass.

Total Games Predictions

🎾
Expected Total Games in Match 25.3 Most likely outcome: 25 games

📊 Total Games Probability Distribution

Distribution

Probability of each total games outcome

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

Games Spread Predictions

📈
Expected Games Spread (Tamara Zidansek - Petra Marcinko) -1.2 Most likely spread: -2 (Petra Marcinko wins 2 more games)

📊 Games Spread Probability Distribution

Distribution

Probability of each games spread outcome

Probability distribution chart for games spread in Tamara Zidansek versus Petra Marcinko. Positive values indicate Tamara Zidansek winning more games, negative values indicate Petra Marcinko winning more games.
Cumulative Probability (CDF)

Probability of spread ≤ X

Cumulative distribution function chart for games spread in Tamara Zidansek versus Petra Marcinko. The curve shows the cumulative probability for each spread threshold.

Aces and Double Faults Predictions

The aces prediction is low — predicted aces ~3.11 — and the double faults prediction is comparatively high with expected double faults ~8.84. Clay typically reduces big-serve payoff and favors longer rallies, which suppresses the predicted aces and can increase unforced serving errors as fatigue sets in. Neither player posts a significantly higher serve rating, so predicted aces will likely remain modest for both.
🎯
Expected Total Aces 3.1 Most likely: 3 aces
Expected Total Double Faults 8.8 Most likely: 8 double faults

🎯 Aces Probability Distribution

Distribution

Probability of each ace count outcome

Probability distribution chart for total aces in Tamara Zidansek versus Petra Marcinko. 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 Tamara Zidansek versus Petra Marcinko. 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 Tamara Zidansek versus Petra Marcinko. 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 Tamara Zidansek versus Petra Marcinko. 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

31.4% Predicted: No tiebreak

Exact Score Distribution BO3

Probability of each set-by-set outcome (Tamara Zidansek's perspective)

0-2 Most likely set score (33.1%)
Probability distribution of the final set score from Tamara Zidansek's perspective. Format: BO3.

Final Prediction

Marcinko’s edge comes mainly from recent record at this level and overall quality of opposition—those factors outweigh Zidansek’s better short-term form. Watch fatigue and rally length on clay as the key in-match variable: if Zidansek’s endurance holds, she can leverage her return game to make this tight.

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