Winston Salem NC, U.S.A. Hard Atp 250 Round of 32

Raphael Collignon vs Rinky Hijikata: AI Prediction | Games, Spread, Aces & Double Faults

Raphael Collignon

Rank: #38
42%
VS

Rinky Hijikata

Rank: #95
58%
Expected Total Games: 26.4
Predicted Winner: Rinky Hijikata

Why the Model Favors Rinky Hijikata

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

Recent form +5.5 Rinky Hijikata
Serve & return game +3.0 Rinky Hijikata
Overall record & opposition quality +0.9 Rinky Hijikata
Fatigue & recent workload +0.6 Raphael Collignon

Starting from an even matchup, these factors move the model to 58% for Rinky Hijikata. Computed with gradient-based attribution on our neural network, not editorial opinion. How to read this →

Also available in Claude and Perplexity. Query these predictions in plain language: our native connector lets your AI assistant call our models on demand, no code.

Set it up

Player Metrics

Raphael Collignon

Form Index: 28.1
ELO Rating: 1634.3
Glicko2 Rating: 1710.3
Current Fatigue (minutes): 0.0
Surface Strength:
Hard: 17.7
Clay: 20.8
Grass: 8.9
Serve Rating: 96.4
Return Rating: 87.4

Rinky Hijikata

Form Index: 42.5
ELO Rating: 1646.2
Glicko2 Rating: 1702.0
Current Fatigue (minutes): 98.0
Surface Strength:
Hard: 27.5
Clay: 7.4
Grass: 10.4
Serve Rating: 95.3
Return Rating: 87.1

Recent Matches

Raphael Collignon

Rinky Hijikata

  • Last Match: vs Darwin Blanch (2-0) hard Winston Salem 98 min
  • 2nd Last Match: vs Jakub Mensik (0-2) hard Cincinnati 92 min
  • 3rd Last Match: vs Luciano Darderi (2-0) hard Cincinnati 72 min
  • 4th Last Match: vs Gael Monfils (2-1) hard Cincinnati 151 min
  • 5th Last Match: vs Jaume Munar (0-2) hard Toronto 221 min

Head-to-Head (Last 2 Seasons)

0
Raphael Collignon
vs
0
Rinky Hijikata
Hard
0 - 0
Clay
0 - 0
Grass
0 - 0

Key Prediction Insights

Winston Salem, North Carolina. Round of 32 on outdoor hard courts at a 250-level event. The model favors Rinky Hijikata to win, with a 58.33 percent chance versus Raphael Collignon at 41.67 percent. The match is expected to be fairly short on games, with a projected total of about 26.44 games.

Match Analysis

The model’s edge for Hijikata comes mainly from recent form and the combined serve and return profile. Hijikata carries a noticeably higher form index (42.49) than Collignon (28.07), and a slightly higher Elo (1646 versus 1634). That recent uptick is reflected in his win in Winston Salem over Darwin Blanch and a straight sets victory in Cincinnati against Luciano Darderi. Collignon arrives with three straight losses, including recent hard court defeats to Mariano Navone and Alexei Popyrin. That run strongly pushed the projection toward Hijikata by about 5.5 percentage points. Serve and return numbers also nudge the market toward Hijikata by about 3.0 points. Both players post similar mean serve indices (Collignon 96.39, Hijikata 95.26) and nearly identical mean return indices (Collignon 87.36, Hijikata 87.07), so there is no large single-server advantage. Fatigue is a subtle factor in the other direction. Collignon reports zero minutes on court here, while Hijikata has logged 98 minutes already. The model gives about 0.6 points to Collignon for that workload difference. Surface strength favors Hijikata modestly, with a higher surface index (27.48 versus 17.68).

Total Games Predictions

🎾
Expected Total Games in Match 26.4 Most likely outcome: 26 games

📊 Total Games Probability Distribution

Distribution

Probability of each total games outcome

Probability distribution chart for total games in Raphael Collignon versus Rinky Hijikata. 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 Raphael Collignon versus Rinky Hijikata. The curve rises from 0% to 100%, showing the cumulative probability for each games total threshold.

Games Spread Predictions

📈
Expected Games Spread (Raphael Collignon - Rinky Hijikata) -0.8 Most likely spread: -1 (Rinky Hijikata wins 1 more games)

📊 Games Spread Probability Distribution

Distribution

Probability of each games spread outcome

Probability distribution chart for games spread in Raphael Collignon versus Rinky Hijikata. Positive values indicate Raphael Collignon winning more games, negative values indicate Rinky Hijikata winning more games.
Cumulative Probability (CDF)

Probability of spread ≤ X

Cumulative distribution function chart for games spread in Raphael Collignon versus Rinky Hijikata. The curve shows the cumulative probability for each spread threshold.

Aces and Double Faults Predictions

Aces prediction points to roughly 12.85 total aces in the match, with predicted aces split of 7.94 for Collignon and 5.18 for Hijikata. The double faults prediction is about 7.12 expected double faults overall, split 4.55 for Collignon and 2.62 for Hijikata. Hard courts typically produce a moderate number of aces compared with grass or clay, so these predicted aces fit the surface profile. No single player posts a large serve rating gap, so the per player ace projections remain fairly close.
🎯
Expected Total Aces 12.8 Most likely: 11 aces Per player: Raphael Collignon 7.9 + Rinky Hijikata 5.2
Expected Total Double Faults 7.1 Most likely: 6 double faults Per player: Raphael Collignon 4.5 + Rinky Hijikata 2.6

🎯 Aces Probability Distribution

Distribution

Probability of each ace count outcome

Probability distribution chart for total aces in Raphael Collignon versus Rinky Hijikata. 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 Raphael Collignon versus Rinky Hijikata. The curve shows the cumulative probability for each aces threshold.

🎯 Aces by Player

Raphael Collignon

Expected 7.9 aces

Probability distribution for the aces Raphael Collignon serves in this match.
Rinky Hijikata

Expected 5.2 aces

Probability distribution for the aces Rinky Hijikata serves in this match.

Double Faults Probability Distribution

Distribution

Probability of each double fault count outcome

Probability distribution chart for double faults in Raphael Collignon versus Rinky Hijikata. 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 Raphael Collignon versus Rinky Hijikata. The curve shows the cumulative probability for each double faults threshold.

Double Faults by Player

Raphael Collignon

Expected 4.5 double faults

Probability distribution for the double faults Raphael Collignon serves in this match.
Rinky Hijikata

Expected 2.6 double faults

Probability distribution for the double faults Rinky Hijikata serves in this match.

🎯 Match Format Predictions

Tiebreak Likelihood

Probability that any tiebreak is played in this match

41.3% Predicted: No tiebreak

Exact Score Distribution BO3

Probability of each set-by-set outcome (Raphael Collignon's perspective)

0-2 Most likely set score (32.9%)
Probability distribution of the final set score from Raphael Collignon's perspective. Format: BO3.

Final Prediction

Hijikata’s recent form is the principal reason he is favored here. Watch the early games to see if Collignon’s freshness converts into early breaks, or whether Hijikata’s better recent match rhythm carries him through.

Get Daily Tennis Predictions

Enjoyed this analysis? Subscribe to our Telegram channel and receive daily AI-driven tennis predictions directly on your phone.

Join Our Telegram Channel