Montpellier France Hard Atp 250 Round of 16

Luca Nardi vs Flavio Cobolli: AI Prediction | Games, Spread, Aces & Double Faults

Luca Nardi

Rank: #108
39%
VS

Flavio Cobolli

Rank: #22
61%
Expected Total Games: 23.7
Predicted Winner: Flavio Cobolli

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Player Metrics

Luca Nardi

Form Index: 21.5
ELO Rating: 557.9
Glicko2 Rating: 1560.6
Current Fatigue (minutes): 63.0
Surface Strength:
Hard: 4.8
Clay: 4.8
Grass: 4.0
Serve Rating: 73.9
Return Rating: 59.7

Flavio Cobolli

Form Index: 12.3
ELO Rating: 1827.0
Glicko2 Rating: 1647.2
Current Fatigue (minutes): 0.0
Surface Strength:
Hard: 10.2
Clay: 16.8
Grass: 16.7
Serve Rating: 96.5
Return Rating: 92.2

Recent Matches

Luca Nardi

Flavio Cobolli

  • Last Match: vs Arthur Fery (0-3) hard Australian Open 174 min
  • 2nd Last Match: vs Lorenzo Sonego (1-2) hard Metz 127 min
  • 3rd Last Match: vs Ben Shelton (0-2) hard Paris 92 min
  • 4th Last Match: vs Tomas Machac (2-0) hard Paris 54 min
  • 5th Last Match: vs Jannik Sinner (0-2) hard Vienna 107 min

Head-to-Head (Last 2 Seasons)

2
Luca Nardi
vs
0
Flavio Cobolli
Hard
1 - 0
Clay
1 - 0
Grass
0 - 0

Key Prediction Insights

This Round of 16 at Montpellier (France) is a hard‑court, 250‑level event where Flavio Cobolli is the model favorite. The prediction gives Cobolli a 61.15% chance to win against Luca Nardi (38.85%), with an expected total of about 23.7 games in the match.

Match Analysis

Luca Nardi (rank 108) arrives with a higher recent form index (21.47) than Cobolli but carries 63 minutes of match time at this event. His Elo (≈558) is substantially lower than Cobolli’s (≈1827). Nardi’s surface strength index is modest (4.79) and his mean serve index (≈73.9) is solid; his mean return index sits at ≈59.7. Flavio Cobolli (rank 22) has lower form index (12.26) on the metric provided but stands out with much higher serve and return profiles: mean serve ≈96.5 and mean return ≈92.2, and a slightly higher surface strength index (≈10.15). The difference in mean serve index (~22.6 points) and mean return index (~32.5 points) between the two players is notable and likely meaningful on hard courts. Recent match lines show Nardi has one recent win here in Montpellier (straight sets against Nikoloz Basilashvili) but two earlier losses in longer matches (Australian Open and Adelaide). Cobolli’s listed recent results are all losses in three separate events; he shows match minutes on hard courts but no cumulative fatigue recorded for this tournament. Those sequences suggest Nardi has a recent win on site while Cobolli brings higher baseline performance indicators despite recent scorelines.

Total Games Predictions

🎾
Expected Total Games in Match 23.7 Most likely outcome: 23 games

📊 Total Games Probability Distribution

Distribution

Probability of each total games outcome

Probability distribution chart for total games in Luca Nardi versus Flavio Cobolli. 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 Luca Nardi versus Flavio Cobolli. The curve rises from 0% to 100%, showing the cumulative probability for each games total threshold.

Games Spread Predictions

📈
Expected Games Spread (Luca Nardi - Flavio Cobolli) +0.3 Most likely spread: 0 (even number of games won)

📊 Games Spread Probability Distribution

Distribution

Probability of each games spread outcome

Probability distribution chart for games spread in Luca Nardi versus Flavio Cobolli. Positive values indicate Luca Nardi winning more games, negative values indicate Flavio Cobolli winning more games.
Cumulative Probability (CDF)

Probability of spread ≤ X

Cumulative distribution function chart for games spread in Luca Nardi versus Flavio Cobolli. The curve shows the cumulative probability for each spread threshold.

Aces and Double Faults Predictions

The aces prediction for the match is about 16.86 total and the predicted double faults total is 5.74. On medium‑paced hard courts, this expected aces number aligns with a match where one player (Cobolli) has a far superior serve profile — he should drive the bulk of the predicted aces. The double faults prediction and expected double faults remain moderate given the surface and serve strengths.
🎯
Expected Total Aces 16.9 Most likely: 16 aces
Expected Total Double Faults 5.7 Most likely: 5 double faults

🎯 Aces Probability Distribution

Distribution

Probability of each ace count outcome

Probability distribution chart for total aces in Luca Nardi versus Flavio Cobolli. 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 Luca Nardi versus Flavio Cobolli. 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 Luca Nardi versus Flavio Cobolli. 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 Luca Nardi versus Flavio Cobolli. The curve shows the cumulative probability for each double faults threshold.

Final Prediction

Cobolli’s edge comes from markedly higher Elo, much stronger serve and return indices, and being fresher in tournament minutes. The key factor to watch is Cobolli’s serve/return dominance — if he converts that into free points, the match should swing in his favor.

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