Santiago Chile Clay Atp 250 Finals

Yannick Hanfmann vs Luciano Darderi: AI Prediction | Games, Aces & Double Faults

Yannick Hanfmann

Rank: #81
47%
VS

Luciano Darderi

Rank: #21
53%
Expected Total Games: 24.0
Predicted Winner: Luciano Darderi

Player Metrics

Yannick Hanfmann

Form Index: 56.2
ELO Rating: 797.6
Glicko2 Rating: 1578.7
Current Fatigue (minutes): 386.0
Surface Strength:
Hard: 4.4
Clay: 6.3
Grass: 5.5
Serve Rating: 76.2
Return Rating: 52.4

Luciano Darderi

Form Index: 64.1
ELO Rating: 1548.7
Glicko2 Rating: 1649.6
Current Fatigue (minutes): 356.0
Surface Strength:
Hard: 9.9
Clay: 12.4
Grass: 11.3
Serve Rating: 97.0
Return Rating: 87.6

Recent Matches

Yannick Hanfmann

  • Last Match: vs Francisco Cerundolo (2-0) clay Santiago 84 min
  • 2nd Last Match: vs Vilius Gaubas (2-1) clay Santiago 132 min
  • 3rd Last Match: vs Camilo Ugo Carabelli (2-0) clay Santiago 96 min
  • 4th Last Match: vs Dusan Lajovic (1-0) clay Santiago 74 min
  • 5th Last Match: vs Juan Manuel Cerundolo (1-2) clay Rio 169 min

Luciano Darderi

  • Last Match: vs Sebastian Baez (2-0) clay Santiago 89 min
  • 2nd Last Match: vs Andrea Pellegrino (2-1) clay Santiago 121 min
  • 3rd Last Match: vs Mariano Navone (2-1) clay Santiago 146 min
  • 4th Last Match: vs Juan Manuel Cerundolo (1-2) clay Rio 137 min
  • 5th Last Match: vs Francisco Cerundolo (0-2) clay Buenos Aires 96 min

Head-to-Head (Last 2 Seasons)

0
Yannick Hanfmann
vs
0
Luciano Darderi
Hard
0 - 0
Clay
0 - 0
Grass
0 - 0

Key Prediction Insights

In the Santiago final in Chile, on clay at a 250-level event, Luciano Darderi is narrowly favoured to lift the title. The model gives Darderi a 52.92% chance to win versus Yannick Hanfmann at 47.08%, with an expected match length of about 23.96 games.

Match Analysis

On paper Darderi carries the edge: he sits at world No. 21 with an Elo of 1,548.67 and a form index of 64.09, while Hanfmann is ranked 81 with an Elo of 797.61 and a form index of 56.15. Fatigue is notable for both after deep runs in Santiago — Hanfmann has accumulated 386 minutes on court to Darderi’s 356 — but neither shows an extreme endurance deficit. Surface strength indices are modest for both on clay (Hanfmann 6.27, Darderi 12.39), though Darderi’s figure is meaningfully higher. There is a pronounced gap in serving and returning profiles that will shape rallies: Darderi’s mean serve index (97.02) is substantially above Hanfmann’s (76.24), and his mean return index (87.58) similarly outstrips Hanfmann’s 52.43; both differences exceed five points and are significant. Neither player has dropped a match in Santiago — Hanfmann dispatched Cerundolo, Gaubas and Ugo Carabelli over three matches (match times 84, 132, 96 minutes) while Darderi beat Baez, Pellegrino and Navone (89, 121, 146 minutes). The recent form shows resilience from both, with several long matches suggesting physical and tactical robustness.

Total Games Predictions

🎾
Expected Total Games in Match 24.0 Most likely outcome: 23 games

📊 Total Games Probability Distribution

Distribution

Probability of each total games outcome

Cumulative Probability (CDF)

Probability of total games ≤ X

Aces and Double Faults Predictions

The aces prediction sits at about 10.06 for the match while the expected double faults total is 5.63. On clay, predicted aces will be suppressed by the slower, higher-bouncing surface, and the expected double faults reflect the longer rallies and accumulated court time. Given Darderi’s significantly higher serve rating, he is likely to account for a larger share of the predicted aces.
🎯
Expected Total Aces 10.1 Most likely: 10 aces
Expected Total Double Faults 5.6 Most likely: 5 double faults

🎯 Aces Probability Distribution

Distribution

Probability of each ace count outcome

Cumulative Probability (CDF)

Probability of aces ≤ X

Double Faults Probability Distribution

Distribution

Probability of each double fault count outcome

Cumulative Probability (CDF)

Probability of double faults ≤ X

Final Prediction

Darderi’s superior serve and return metrics give him the slight edge in a tight matchup; the margin is small because Hanfmann’s serving and recent wins in Santiago keep him competitive. The key factor to watch is whether Hanfmann can neutralize Darderi’s serve return advantage early in sets — that will likely determine whether the final extends to tiebreak-style games or finishes in straighter fashion.

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