Tokyo Tokyo, JPN Hard Wta 500 Semifinals

Aliaksandra Sasnovich vs Diana Shnaider Prediction

Aliaksandra Sasnovich

Rank: #112
33%
VS

Diana Shnaider

Rank: #13
67%
Expected Total Games: 23.0
Predicted Winner: Diana Shnaider

Why the Model Favors Diana Shnaider

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

Overall strength +7.7 Diana Shnaider
Age +5.8 Diana Shnaider
Overall record & opposition quality +4.3 Diana Shnaider
Recent form +3.7 Aliaksandra Sasnovich
Recent record by level +2.1 Diana Shnaider

Starting from an even matchup, these factors move the model to 67% for Diana Shnaider. Computed with gradient-based attribution on our neural network, not editorial opinion. How to read this →

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Ranking Trends

Aliaksandra Sasnovich

  • Current #112 2026-10-26
  • 3 mo ago #136 2026-07-27
  • 6 mo ago #109 2026-04-27
  • 9 mo ago #104 2026-01-26
  • 12 mo ago #111 2025-10-27

Diana Shnaider

  • Current #13 2026-10-26
  • 3 mo ago #18 2026-07-27
  • 6 mo ago #19 2026-04-27
  • 9 mo ago #22 2026-01-26
  • 12 mo ago #18 2025-10-27

Player Metrics

Aliaksandra Sasnovich

Form Index: 53.1
ELO Rating: 1689.6
Glicko2 Rating: 1687.3
Current Fatigue (minutes): 405.0
Surface Strength:
Hard: 39.9
Clay: 12.4
Grass: 12.0
Serve Rating: 95.5
Return Rating: 90.3

Diana Shnaider

Form Index: 44.2
ELO Rating: 1915.0
Glicko2 Rating: 1895.8
Current Fatigue (minutes): 0.0
Surface Strength:
Hard: 56.1
Clay: 44.2
Grass: 19.7
Serve Rating: 95.9
Return Rating: 87.6

Recent Matches

Aliaksandra Sasnovich
✅ ✅ ✅ ❌ ✅

Diana Shnaider
❌ ✅ ✅ ✅ ❌

Head-to-Head (Last 2 Seasons)

0
Aliaksandra Sasnovich
vs
0
Diana Shnaider
Hard
0 - 0
Clay
0 - 0
Grass
0 - 0

Key Prediction Insights

Diana Shnaider is favoured, with a 67% win probability to Aliaksandra Sasnovich’s 33%. The Tokyo semifinals are projected to last about 23.0 games.

Match Analysis

Shnaider’s No. 13 ranking, compared with Sasnovich’s No. 112, reflects their difference in overall level. She also has the stronger hard-court profile, and the age comparison further tilts the forecast her way. Sasnovich’s three-match winning streak in Tokyo is the main counterweight, capped by a 160-minute win over Nikola Bartunkova. But that run has taken a physical toll: she has spent 405 minutes on court this tournament, while Shnaider has logged none. Shnaider’s recent results came at a higher level, including a win over Iva Jovic in Ningbo.

Total Games Predictions

🎾
Expected Total Games in Match 23.0 Most likely outcome: 22 games

📊 Total Games Probability Distribution

Distribution

Probability of each total games outcome

Cumulative Probability (CDF)

Probability of total games ≤ X

Games Spread Predictions

📈
Expected Games Spread (Aliaksandra Sasnovich - Diana Shnaider) -2.3 Most likely spread: -3 (Diana Shnaider wins 3 more games)

📊 Games Spread Probability Distribution

Distribution

Probability of each games spread outcome

Cumulative Probability (CDF)

Probability of spread ≤ X

Aces and Double Faults Predictions

Sasnovich is projected for 1.8 aces and 3.7 double faults, while Shnaider is projected for 1.8 aces and 3.9 double faults. Their serve profiles are closely matched, so neither is expected to gain much from aces, while double faults could give both players chances on return.
🎯
Expected Total Aces 3.6 Most likely: 2 aces Per player: Aliaksandra Sasnovich 1.8 + Diana Shnaider 1.8
❌
Expected Total Double Faults 7.5 Most likely: 6 double faults Per player: Aliaksandra Sasnovich 3.7 + Diana Shnaider 3.9

🎯 Aces Probability Distribution

Distribution

Probability of each ace count outcome

Cumulative Probability (CDF)

Probability of aces ≤ X

🎯 Aces by Player

Aliaksandra Sasnovich

Expected 1.8 aces

Diana Shnaider

Expected 1.8 aces

❌ Double Faults Probability Distribution

Distribution

Probability of each double fault count outcome

Cumulative Probability (CDF)

Probability of double faults ≤ X

❌ Double Faults by Player

Aliaksandra Sasnovich

Expected 3.7 double faults

Diana Shnaider

Expected 3.9 double faults

Match Format Predictions

Tiebreak Likelihood

Probability that any tiebreak is played in this match

19.9% Predicted: No tiebreak

Exact Score Distribution BO3

Probability of each set-by-set outcome (Aliaksandra Sasnovich's perspective)

0-2 Most likely set score (48.5%)
New to probability charts? Learn how to interpret distribution and CDF curves

Final Prediction

Sasnovich’s stronger return is her clearest path to an upset: if she can pressure Shnaider’s service games, she can overcome the gap in overall level and her heavier workload.

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