Rome Italy Clay Masters 1000 Round of 128

Marcos Giron vs Marin Cilic: AI Prediction | Games, Spread, Aces & Double Faults

Marcos Giron

Rank: #77
39%
VS

Marin Cilic

Rank: #47
61%
Expected Total Games: 25.5
Predicted Winner: Marin Cilic

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Player Metrics

Marcos Giron

Form Index: 30.3
ELO Rating: 1569.2
Glicko2 Rating: 1699.4
Current Fatigue (minutes): 0.0
Surface Strength:
Hard: 15.8
Clay: 12.8
Grass: 14.0
Serve Rating: 96.0
Return Rating: 91.8

Marin Cilic

Form Index: 44.3
ELO Rating: 1690.1
Glicko2 Rating: 1731.6
Current Fatigue (minutes): 0.0
Surface Strength:
Hard: 28.4
Clay: 15.0
Grass: 20.1
Serve Rating: 95.1
Return Rating: 84.7

Recent Matches

Marcos Giron

Marin Cilic

Head-to-Head (Last 2 Seasons)

0
Marcos Giron
vs
0
Marin Cilic
Hard
0 - 0
Clay
0 - 0
Grass
0 - 0

Key Prediction Insights

Rome, Italy — round of 128 on clay at a masters_1000 event presents a contrast in styles as Marcos Giron meets Marin Cilic. The model leans to Cilic to advance (60.68% chance) while Giron sits at 39.32%, with a predicted total of about 25.5 games in the match.

Match Analysis

Cilic arrives as the higher-ranked player (No. 47) with a stronger Elo (1690.08) and a better form index (44.32) than Giron (rank 77, Elo 1569.24, form 30.35). Both begin this match with no accumulated fatigue in the event and similar serve profiles — their mean serve indices are almost identical, so serve superiority is not a decisive raw edge. Neither player has a notable clay-specialist surface strength (Giron 12.76, Cilic 14.98), suggesting extended rallies and typical clay patterns could dominate. Where Giron can trouble Cilic is on the return: his mean return index (91.84) is meaningfully higher than Cilic’s (84.70), a gap that exceeds five points and could help neutralize Cilic’s service holds on slower courts. Recent form tells a pragmatic story — Giron has struggled in his last three matches, losing all of them (including a 3-set match in Madrid), while Cilic has one recent win in Madrid and two earlier losses on clay. That Madrid victory and higher Elo tilt the forecast toward Cilic but this will likely be a contest of returns and patience rather than pure serving fireworks.

Total Games Predictions

🎾
Expected Total Games in Match 25.5 Most likely outcome: 25 games

📊 Total Games Probability Distribution

Distribution

Probability of each total games outcome

Probability distribution chart for total games in Marcos Giron versus Marin Cilic. 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 Marcos Giron versus Marin Cilic. The curve rises from 0% to 100%, showing the cumulative probability for each games total threshold.

Games Spread Predictions

📈
Expected Games Spread (Marcos Giron - Marin Cilic) +4.6 Most likely spread: +5 (Marcos Giron wins 5 more games)

📊 Games Spread Probability Distribution

Distribution

Probability of each games spread outcome

Probability distribution chart for games spread in Marcos Giron versus Marin Cilic. Positive values indicate Marcos Giron winning more games, negative values indicate Marin Cilic winning more games.
Cumulative Probability (CDF)

Probability of spread ≤ X

Cumulative distribution function chart for games spread in Marcos Giron versus Marin Cilic. The curve shows the cumulative probability for each spread threshold.

Aces and Double Faults Predictions

The aces prediction for the match is modest: predicted aces total about 8.53, and the expected double faults sit near 4.16. Clay typically suppresses ace numbers and can increase fatigue-driven errors, so both the aces prediction and the expected double faults align with surface tendencies. Because neither player posts a significantly higher serve rating, no single player is expected to dominate the ace count.
🎯
Expected Total Aces 8.5 Most likely: 8 aces
Expected Total Double Faults 4.2 Most likely: 4 double faults

🎯 Aces Probability Distribution

Distribution

Probability of each ace count outcome

Probability distribution chart for total aces in Marcos Giron versus Marin Cilic. 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 Marcos Giron versus Marin Cilic. 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 Marcos Giron versus Marin Cilic. 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 Marcos Giron versus Marin Cilic. 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

29.9% Predicted: No tiebreak

Exact Score Distribution BO3

Probability of each set-by-set outcome (Marcos Giron's perspective)

0-2 Most likely set score (38.2%)
Probability distribution of the final set score from Marcos Giron's perspective. Format: BO3.

Final Prediction

Cilic’s higher ranking, Elo and slightly better recent form give him the edge, but Giron’s superior return ability is the key variable that could flip the script. Watch first-serve effectiveness and return pressure on Cilic as the decisive factor.

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