Cincinnati OH, U.S.A. Hard Masters 1000 Round of 128

Hamad Medjedovic vs Marco Trungelliti: AI Prediction | Games, Spread, Aces & Double Faults

Hamad Medjedovic

Rank: #73
66%
VS

Marco Trungelliti

Rank: #90
34%
Expected Total Games: 25.0
Predicted Winner: Hamad Medjedovic

Why the Model Favors Hamad Medjedovic

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

Age +6.6 Hamad Medjedovic
Recent form +4.3 Hamad Medjedovic
Overall strength +2.1 Hamad Medjedovic
Surface fit +1.9 Hamad Medjedovic
Fatigue & recent workload +1.6 Hamad Medjedovic

Starting from an even matchup, these factors move the model to 66% for Hamad Medjedovic. Computed with gradient-based attribution on our neural network, not editorial opinion. How to read this →

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Player Metrics

Hamad Medjedovic

Form Index: 32.3
ELO Rating: 1633.3
Glicko2 Rating: 1731.3
Current Fatigue (minutes): 0.0
Surface Strength:
Hard: 17.2
Clay: 27.9
Grass: 5.6
Serve Rating: 97.3
Return Rating: 88.1

Marco Trungelliti

Form Index: 41.8
ELO Rating: 1584.4
Glicko2 Rating: 1625.3
Current Fatigue (minutes): 294.0
Surface Strength:
Hard: 15.6
Clay: 16.1
Grass: 3.8
Serve Rating: 94.5
Return Rating: 87.0

Recent Matches

Hamad Medjedovic

Marco Trungelliti

Head-to-Head (Last 2 Seasons)

1
Hamad Medjedovic
vs
0
Marco Trungelliti
Hard
0 - 0
Clay
1 - 0
Grass
0 - 0

Key Prediction Insights

Cincinnati, Ohio. Round of 128 on hard courts at a Masters 1000 event. The model favors Hamad Medjedovic to win this opening match, with a 66.10% probability to Marco Trungelliti’s 33.90%. The match is expected to be fairly short, with a projected total of about 25.04 games.

Match Analysis

The model’s edge for Medjedovic comes mainly from age, followed by recent-form adjustments and overall strength. The explainability engine assigns 6.6 percentage points to age in Medjedovic’s favor. It also gives a 4.3 point boost attributed to recent form, even though the raw form_index numbers on paper show Trungelliti at 41.78 and Medjedovic at 32.35. That discrepancy suggests the model is factoring context such as opponent quality and match conditions when scoring recent form. Overall strength and surface fit add modest advantages to Medjedovic by 2.1 and 1.9 points respectively, and lower fatigue contributes a further 1.6 points. Looking at the underlying numbers, Medjedovic sits at rank 73 with an Elo of 1633.27, zero minutes of fatigue in this event, a surface strength index of 17.18, a mean serve index of 97.35 and a mean return index of 88.09. Trungelliti is ranked 90 with an Elo of 1584.43, carrying 294 minutes of tournament fatigue, a surface strength index of 15.59, a mean serve index of 94.52 and a mean return index of 87.04. Serve and return profiles are comparable, with no gap exceeding 5 points. Recent form summaries show Medjedovic has lost his last three recorded matches, including two long grass encounters and a straight sets loss in Toronto. Trungelliti arrives with two wins in Cincinnati over noted opponents and one earlier loss in Toronto.

Total Games Predictions

🎾
Expected Total Games in Match 25.0 Most likely outcome: 25 games

📊 Total Games Probability Distribution

Distribution

Probability of each total games outcome

Probability distribution chart for total games in Hamad Medjedovic versus Marco Trungelliti. 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 Hamad Medjedovic versus Marco Trungelliti. The curve rises from 0% to 100%, showing the cumulative probability for each games total threshold.

Games Spread Predictions

📈
Expected Games Spread (Hamad Medjedovic - Marco Trungelliti) +1.8 Most likely spread: +2 (Hamad Medjedovic wins 2 more games)

📊 Games Spread Probability Distribution

Distribution

Probability of each games spread outcome

Probability distribution chart for games spread in Hamad Medjedovic versus Marco Trungelliti. Positive values indicate Hamad Medjedovic winning more games, negative values indicate Marco Trungelliti winning more games.
Cumulative Probability (CDF)

Probability of spread ≤ X

Cumulative distribution function chart for games spread in Hamad Medjedovic versus Marco Trungelliti. The curve shows the cumulative probability for each spread threshold.

Aces and Double Faults Predictions

The aces prediction for the match is 12.46 total, with a double faults prediction around 8.08. On a medium paced hard court this falls in line with balanced serving conditions. Medjedovic’s mean serve index is marginally higher, which could nudge the predicted aces upward for him, but the difference is not large enough to expect a major serving mismatch.
🎯
Expected Total Aces 12.5 Most likely: 12 aces
Expected Total Double Faults 8.1 Most likely: 8 double faults

🎯 Aces Probability Distribution

Distribution

Probability of each ace count outcome

Probability distribution chart for total aces in Hamad Medjedovic versus Marco Trungelliti. 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 Hamad Medjedovic versus Marco Trungelliti. 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 Hamad Medjedovic versus Marco Trungelliti. The chart shows the predicted probability for each double-fault count.
Cumulative Probability (CDF)

Probability of double faults ≤ X

Cumulative distribution function chart for double faults in Hamad Medjedovic versus Marco Trungelliti. 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

34.8% Predicted: No tiebreak

Exact Score Distribution BO3

Probability of each set-by-set outcome (Hamad Medjedovic's perspective)

2-0 Most likely set score (48.3%)
Probability distribution of the final set score from Hamad Medjedovic's perspective. Format: BO3.

Final Prediction

Age is the top model key factor giving Medjedovic the edge, supported by a higher Elo and the fact he arrives fresher. The factor to watch will be Trungelliti’s fatigue and how it affects his legs deep into rallies and on serve return games.

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