Memphis Memphis, USA Hard Wta 250 Round of 16

Darja Vidmanova vs Renata Zarazua: AI Prediction | Games, Spread, Aces & Double Faults

Darja Vidmanova

Rank: #114
64%
VS

Renata Zarazua

Rank: #83
36%
Expected Total Games: 22.4
Predicted Winner: Darja Vidmanova

Why the Model Favors Darja Vidmanova

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

Recent record by level +7.4 Darja Vidmanova
Serve & return game +5.4 Darja Vidmanova
Overall record & opposition quality +1.7 Renata Zarazua
Recent form +1.5 Darja Vidmanova
Age +1.2 Darja Vidmanova

Starting from an even matchup, these factors move the model to 64% for Darja Vidmanova. Computed with gradient-based attribution on our neural network — not editorial opinion. How to read this →

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Player Metrics

Darja Vidmanova

Form Index: 33.4
ELO Rating: 1535.9
Glicko2 Rating: 1497.5
Current Fatigue (minutes): 229.0
Surface Strength:
Hard: 20.6
Clay: 13.0
Grass: 10.6
Serve Rating: 96.5
Return Rating: 91.3

Renata Zarazua

Form Index: 28.6
ELO Rating: 1521.6
Glicko2 Rating: 1556.9
Current Fatigue (minutes): 186.0
Surface Strength:
Hard: 17.9
Clay: 7.0
Grass: 12.5
Serve Rating: 95.2
Return Rating: 84.8

Recent Matches

Darja Vidmanova

  • Last Match: vs Sloane Stephens (2-0) hard Memphis 94 min
  • 2nd Last Match: vs Marina Bassols Ribera (2-1) hard Memphis 135 min
  • 3rd Last Match: vs Jessica Pegula (0-2) grass Wimbledon 120 min
  • 4th Last Match: vs Dalma Galfi (0-2) clay Madrid 115 min
  • 5th Last Match: vs Lola Radivojevic (2-0) clay Madrid 73 min

Renata Zarazua

  • Last Match: vs Tatjana Maria (2-0) hard Memphis 102 min
  • 2nd Last Match: vs McCartney Kessler (2-0) hard Memphis 84 min
  • 3rd Last Match: vs Alexandra Eala (0-2) grass Wimbledon 120 min
  • 4th Last Match: vs Xinyu Wang (0-2) grass Bad Homburg 63 min
  • 5th Last Match: vs Sinja Kraus (0-2) grass Bad Homburg 96 min

Head-to-Head (Last 2 Seasons)

0
Darja Vidmanova
vs
0
Renata Zarazua
Hard
0 - 0
Clay
0 - 0
Grass
0 - 0

Key Prediction Insights

Memphis, Round of 16 on hard courts at a WTA 250 event sets up Darja Vidmanova vs Renata Zarazua. The model favors Vidmanova (63.65%) over Zarazua (36.35%), with a projected total of about 22.4 games in the match.

Match Analysis

The model’s edge for Vidmanova comes mainly from her recent record by level and her serve & return game. Vidmanova’s recent run in Memphis — wins over Marina Bassols Ribera and Sloane Stephens — boosts her standing (+7.4 points), and her strong mean return index (91.3) combined with a high mean serve index (96.5) underpin the serve & return advantage (+5.4). Zarazua has comparable serving numbers (serve index 95.2) but a noticeably lower return index (84.8), which helps explain the projected gap. Elo ratings are close (Vidmanova 1535.9, Zarazua 1521.6), and while Zarazua carries the higher tour ranking (83 vs 114), the model gives a small nod to Zarazua’s overall record/opposition quality (+1.7) without overturning Vidmanova’s edge. Fatigue and surface context are relevant: Vidmanova has logged more minutes in Memphis (229) than Zarazua (186), primarily from a long 135-minute match two rounds ago, so stamina could matter. Both players arrive in form from hard-court wins in Memphis — each has two straight tournament wins — and both lost at Wimbledon earlier in the season. Vidmanova’s slightly higher form index (33.4 vs 28.6) and a modest age factor also nudge the prediction toward her.

Total Games Predictions

🎾
Expected Total Games in Match 22.4 Most likely outcome: 22 games

📊 Total Games Probability Distribution

Distribution

Probability of each total games outcome

Probability distribution chart for total games in Darja Vidmanova versus Renata Zarazua. 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 Darja Vidmanova versus Renata Zarazua. The curve rises from 0% to 100%, showing the cumulative probability for each games total threshold.

Games Spread Predictions

📈
Expected Games Spread (Darja Vidmanova - Renata Zarazua) +1.4 Most likely spread: +1 (Darja Vidmanova wins 1 more games)

📊 Games Spread Probability Distribution

Distribution

Probability of each games spread outcome

Probability distribution chart for games spread in Darja Vidmanova versus Renata Zarazua. Positive values indicate Darja Vidmanova winning more games, negative values indicate Renata Zarazua winning more games.
Cumulative Probability (CDF)

Probability of spread ≤ X

Cumulative distribution function chart for games spread in Darja Vidmanova versus Renata Zarazua. The curve shows the cumulative probability for each spread threshold.

Aces and Double Faults Predictions

The predicted aces for the match are low — predicted aces ~2.85 — consistent with a medium-paced hard court; this aces prediction reflects balanced serving rather than a single dominant big-server. Expected double faults sit near 4.96 for the match, so double faults prediction suggests neither player should be unusually error-prone from the baseline. Neither player’s serve index is dramatically higher, so aces prediction remains modest.
🎯
Expected Total Aces 2.9 Most likely: 2 aces
Expected Total Double Faults 5.0 Most likely: 4 double faults

🎯 Aces Probability Distribution

Distribution

Probability of each ace count outcome

Probability distribution chart for total aces in Darja Vidmanova versus Renata Zarazua. 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 Darja Vidmanova versus Renata Zarazua. 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 Darja Vidmanova versus Renata Zarazua. 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 Darja Vidmanova versus Renata Zarazua. 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

16.0% Predicted: No tiebreak

Exact Score Distribution BO3

Probability of each set-by-set outcome (Darja Vidmanova's perspective)

2-0 Most likely set score (43.9%)
Probability distribution of the final set score from Darja Vidmanova's perspective. Format: BO3.

Final Prediction

Vidmanova’s advantage is driven chiefly by recent results against comparable-level opponents and a stronger combined serve/return profile. Key factor to watch: Vidmanova’s return efficiency versus Zarazua’s serve — it’s the stat that most influenced the model.

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