Rome Italy Clay Masters 1000 Semifinals

Casper Ruud vs Luciano Darderi: AI Prediction | Games, Spread, Aces & Double Faults

Casper Ruud

Rank: #25
64%
VS

Luciano Darderi

Rank: #20
36%
Expected Total Games: 26.3
Predicted Winner: Casper Ruud

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Player Metrics

Casper Ruud

Form Index: 68.7
ELO Rating: 1896.5
Glicko2 Rating: 1853.8
Current Fatigue (minutes): 320.0
Surface Strength:
Hard: 30.6
Clay: 43.5
Grass: 27.4
Serve Rating: 95.6
Return Rating: 88.5

Luciano Darderi

Form Index: 65.5
ELO Rating: 1830.5
Glicko2 Rating: 1823.2
Current Fatigue (minutes): 565.0
Surface Strength:
Hard: 20.5
Clay: 37.5
Grass: 15.6
Serve Rating: 94.5
Return Rating: 84.5

Recent Matches

Casper Ruud

Luciano Darderi

Head-to-Head (Last 2 Seasons)

0
Casper Ruud
vs
0
Luciano Darderi
Hard
0 - 0
Clay
0 - 0
Grass
0 - 0

Key Prediction Insights

At the Rome Masters 1000 semifinals on clay, Casper Ruud meets Luciano Darderi in a matchup that pits a proven clay mover against a heavy-duty underdog coming off long wins. The model backs Ruud to prevail (64.48% vs 35.52% for Darderi) with a projected total of about 26.3 games in the match.

Match Analysis

Ruud arrives ranked 25 with an Elo of 1896.5, a strong form index (68.7) and a surface strength index of 43.5 that underlines his comfort on clay. His mean serve (95.6) and particularly high return index (88.5) give him a two-way profile well suited to long rallies and breaking serve on slow courts. Darderi, ranked 20 with an Elo of 1830.5, posts a comparable serve index (94.5) and a solid form index (65.5) but a lower surface strength (37.5). The clearest physical contrast is fatigue: Ruud has logged 320 minutes in the event while Darderi has accumulated 565 minutes — a big differential that favors Ruud’s freshness late in rallies and matches. Recent form reinforces those numbers. Ruud has swept his last three Rome matches without dropping a set in two of them, with match lengths under 100 minutes on average. Darderi’s path has been much more gruelling: three successive three-set wins including a 188-minute quarterfinal and back-to-back 140+ minute encounters, demonstrating resilience but also explaining the elevated fatigue metric. Tactically, Ruud’s superior return profile and slightly stronger clay rating suggest he can generate break chances; Darderi’s stamina and recent match toughness show he can extend rallies and press for errors.

Total Games Predictions

🎾
Expected Total Games in Match 26.3 Most likely outcome: 26 games

📊 Total Games Probability Distribution

Distribution

Probability of each total games outcome

Probability distribution chart for total games in Casper Ruud versus Luciano Darderi. 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 Casper Ruud versus Luciano Darderi. The curve rises from 0% to 100%, showing the cumulative probability for each games total threshold.

Games Spread Predictions

📈
Expected Games Spread (Casper Ruud - Luciano Darderi) +1.5 Most likely spread: +1 (Casper Ruud wins 1 more games)

📊 Games Spread Probability Distribution

Distribution

Probability of each games spread outcome

Probability distribution chart for games spread in Casper Ruud versus Luciano Darderi. Positive values indicate Casper Ruud winning more games, negative values indicate Luciano Darderi winning more games.
Cumulative Probability (CDF)

Probability of spread ≤ X

Cumulative distribution function chart for games spread in Casper Ruud versus Luciano Darderi. The curve shows the cumulative probability for each spread threshold.

Aces and Double Faults Predictions

The aces prediction sits at 10.4 total for the match and the predicted aces are moderated by clay’s slow, high-bouncing nature. Expected double faults are 3.29; long rallies and accumulated fatigue—especially on Darderi’s side—support a higher double faults prediction late in the match. Neither player has a significantly higher serve rating, so the ace count should remain modest for a semifinal on clay.
🎯
Expected Total Aces 10.4 Most likely: 10 aces
Expected Total Double Faults 3.3 Most likely: 3 double faults

🎯 Aces Probability Distribution

Distribution

Probability of each ace count outcome

Probability distribution chart for total aces in Casper Ruud versus Luciano Darderi. 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 Casper Ruud versus Luciano Darderi. 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 Casper Ruud versus Luciano Darderi. 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 Casper Ruud versus Luciano Darderi. 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

45.3% Predicted: No tiebreak

Exact Score Distribution BO3

Probability of each set-by-set outcome (Casper Ruud's perspective)

2-0 Most likely set score (45.1%)
Probability distribution of the final set score from Casper Ruud's perspective. Format: BO3.

Final Prediction

Ruud’s edge comes from a higher Elo, a stronger return profile and markedly fresher legs after shorter matches in Rome. Watch how Darderi’s fatigue manifests in late-game serving — that will likely decide whether the match stays tight or tips in Ruud’s favour.

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