Bastad Sweden Clay Atp 250 Round of 16

Stefano Travaglia vs Mariano Navone: AI Prediction | Games, Spread, Aces & Double Faults

Stefano Travaglia

Rank: #130
27%
VS

Mariano Navone

Rank: #48
73%
Expected Total Games: 23.5
Predicted Winner: Mariano Navone

Why the Model Favors Mariano Navone

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

Recent form +6.9 Mariano Navone
Serve & return game +5.0 Mariano Navone
Overall record & opposition quality +4.6 Mariano Navone
Overall strength +4.0 Mariano Navone
Age +3.7 Mariano Navone

Starting from an even matchup, these factors move the model to 73% for Mariano Navone. Computed with gradient-based attribution on our neural network — not editorial opinion. How to read this →

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Player Metrics

Stefano Travaglia

Form Index: 26.0
ELO Rating: 1467.3
Glicko2 Rating: 1447.8
Current Fatigue (minutes): 95.0
Surface Strength:
Hard: 11.3
Clay: 5.9
Grass: 6.9
Serve Rating: 93.7
Return Rating: 91.6

Mariano Navone

Form Index: 33.4
ELO Rating: 1677.2
Glicko2 Rating: 1739.3
Current Fatigue (minutes): 0.0
Surface Strength:
Hard: 6.3
Clay: 29.1
Grass: 8.4
Serve Rating: 95.1
Return Rating: 90.0

Recent Matches

Stefano Travaglia

  • Last Match: vs Martin Krumich (2-0) clay Bastad 95 min
  • 2nd Last Match: vs Yi Zhou (0-2) grass Wimbledon 174 min
  • 3rd Last Match: vs Luka Mikrut (2-0) grass Wimbledon 174 min
  • 4th Last Match: vs Michael Zheng (0-2) clay Roland Garros 174 min
  • 5th Last Match: vs Stan Wawrinka (1-2) clay Rome 138 min

Mariano Navone

  • Last Match: vs Flavio Cobolli (1-3) grass Wimbledon 174 min
  • 2nd Last Match: vs Lorenzo Sonego (1-2) grass Mallorca 173 min
  • 3rd Last Match: vs Jakub Mensik (2-3) clay Roland Garros 174 min
  • 4th Last Match: vs Jenson Brooksby (3-0) clay Roland Garros 174 min
  • 5th Last Match: vs Learner Tien (1-2) clay Geneva 149 min

Head-to-Head (Last 2 Seasons)

0
Stefano Travaglia
vs
0
Mariano Navone
Hard
0 - 0
Clay
0 - 0
Grass
0 - 0

Key Prediction Insights

In the Round of 16 at Bastad (Sweden), on clay at an ATP 250-level event, Mariano Navone is the model pick to progress. The forecast gives Navone a 72.67% chance to win versus Stefano Travaglia at 27.33%, with an expected total of about 23.47 games in the match.

Match Analysis

The model’s edge for Navone is driven chiefly by recent form and his superior serve/return profile. Navone posts a higher form index (33.44 vs 25.99) and a stronger Elo (1677.18 compared with Travaglia’s 1467.29), which together tilt the projection toward him. The explainability engine also credits Navone for a better overall record and quality of opposition, and slightly more all-around strength and age advantages. Looking at the raw numbers: Navone is the higher-ranked player (No. 48 vs Travaglia’s 130), carries zero minutes of reported fatigue in this event versus Travaglia’s 95 minutes on court, and has a notably higher clay surface strength index (29.15 to Travaglia’s 5.94). Serve and return indices are close—Navone’s mean serve 95.12 vs Travaglia’s 93.66, and Travaglia’s mean return 91.60 vs Navone’s 89.98—so no large single-serve advantage is evident. Over the last three matches Travaglia is 2-1 with his most recent win at Bastad, while Navone’s last three results in the dataset are losses; despite that, his higher form index and Elo are what the model favors.

Total Games Predictions

🎾
Expected Total Games in Match 23.5 Most likely outcome: 23 games

📊 Total Games Probability Distribution

Distribution

Probability of each total games outcome

Probability distribution chart for total games in Stefano Travaglia versus Mariano Navone. 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 Stefano Travaglia versus Mariano Navone. The curve rises from 0% to 100%, showing the cumulative probability for each games total threshold.

Games Spread Predictions

📈
Expected Games Spread (Stefano Travaglia - Mariano Navone) -2.9 Most likely spread: -3 (Mariano Navone wins 3 more games)

📊 Games Spread Probability Distribution

Distribution

Probability of each games spread outcome

Probability distribution chart for games spread in Stefano Travaglia versus Mariano Navone. Positive values indicate Stefano Travaglia winning more games, negative values indicate Mariano Navone winning more games.
Cumulative Probability (CDF)

Probability of spread ≤ X

Cumulative distribution function chart for games spread in Stefano Travaglia versus Mariano Navone. The curve shows the cumulative probability for each spread threshold.

Aces and Double Faults Predictions

The aces prediction for the match is modest: a predicted aces total of about 5.53. The double faults prediction sits at roughly 4.51 expected double faults. On slow, high-bounce clay we typically see fewer outright aces and more pressure-induced errors, which aligns with these numbers. Neither player has a significantly higher serve rating that would markedly inflate the predicted aces.
🎯
Expected Total Aces 5.5 Most likely: 5 aces
Expected Total Double Faults 4.5 Most likely: 4 double faults

🎯 Aces Probability Distribution

Distribution

Probability of each ace count outcome

Probability distribution chart for total aces in Stefano Travaglia versus Mariano Navone. 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 Stefano Travaglia versus Mariano Navone. 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 Stefano Travaglia versus Mariano Navone. 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 Stefano Travaglia versus Mariano Navone. 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

37.9% Predicted: No tiebreak

Exact Score Distribution BO3

Probability of each set-by-set outcome (Stefano Travaglia's perspective)

0-2 Most likely set score (49.0%)
Probability distribution of the final set score from Stefano Travaglia's perspective. Format: BO3.

Final Prediction

Navone’s projected advantage comes primarily from the model’s top driver—recent form as quantified by the form index—backed by higher rank and Elo and a fresher body. The key factor to watch live will be Travaglia’s fatigue and how the clay-specific surface strength plays out; if he can overcome court weariness, the match could lengthen beyond the 23-odd games expected.

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