Cincinnati OH, U.S.A. Hard Masters 1000 Round of 64

Terence Atmane vs Tomas Martin Etcheverry: AI Prediction | Games, Spread, Aces & Double Faults

Terence Atmane

Rank: #46
47%
VS

Tomas Martin Etcheverry

Rank: #30
53%
Expected Total Games: 27.1
Predicted Winner: Tomas Martin Etcheverry

Why the Model Favors Tomas Martin Etcheverry

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

Serve & return game +2.9 Terence Atmane
Recent record by level +2.3 Tomas Martin Etcheverry
Overall record & opposition quality +1.8 Tomas Martin Etcheverry
Age +1.2 Terence Atmane
Recent form +1.0 Terence Atmane

Starting from an even matchup, these factors move the model to 53% for Tomas Martin Etcheverry. Computed with gradient-based attribution on our neural network, not editorial opinion. How to read this →

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Player Metrics

Terence Atmane

Form Index: 49.7
ELO Rating: 1671.3
Glicko2 Rating: 1666.9
Current Fatigue (minutes): 21.0
Surface Strength:
Hard: 30.1
Clay: 13.7
Grass: 8.9
Serve Rating: 96.6
Return Rating: 86.9

Tomas Martin Etcheverry

Form Index: 23.9
ELO Rating: 1574.8
Glicko2 Rating: 1721.3
Current Fatigue (minutes): 0.0
Surface Strength:
Hard: 22.1
Clay: 24.3
Grass: 4.6
Serve Rating: 96.2
Return Rating: 86.5

Recent Matches

Terence Atmane

Tomas Martin Etcheverry

Head-to-Head (Last 2 Seasons)

0
Terence Atmane
vs
2
Tomas Martin Etcheverry
Hard
0 - 0
Clay
0 - 2
Grass
0 - 0

Key Prediction Insights

Cincinnati, Ohio. Masters 1000 event, Round of 64 on hard courts. The model gives Tomas Martin Etcheverry the edge, 52.80 percent to win, with Terence Atmane projected at 47.20 percent. The match is expected to be relatively short by games, about 27.09 total games.

Match Analysis

The model’s edge for Etcheverry stems mostly from his recent record at higher level events and overall opposition quality, even though the single strongest driver in the explainability output is the serve and return game that favors Atmane. Atmane arrives with a higher Elo at 1671 and a stronger form index at 49.67 compared with Etcheverry’s Elo of 1574 and form index of 23.94. Atmane has logged 21 minutes on court in Cincinnati so far, while Etcheverry shows zero cumulative minutes and therefore comes in fresher. Surface strength indices favor Atmane, 30.07 versus 22.12 for Etcheverry. Both players show similar serving and returning profiles on paper. Atmane’s mean serve index is 96.65 and Etcheverry’s is 96.17. Mean return indices are also close, 86.94 for Atmane and 86.54 for Etcheverry. Neither difference exceeds five points, so neither player holds a clearly dominant serve or return advantage based on those metrics. Recent form patterns diverge. Atmane has two wins and one loss across his last three matches, including a win over Karen Khachanov and an early match in Cincinnati recorded as a win. Etcheverry’s last three matches list three straight losses, all on hard courts or clay, which is the main reason the model leans toward Etcheverry only narrowly because of event level context and opponent quality.

Total Games Predictions

🎾
Expected Total Games in Match 27.1 Most likely outcome: 27 games

📊 Total Games Probability Distribution

Distribution

Probability of each total games outcome

Probability distribution chart for total games in Terence Atmane versus Tomas Martin Etcheverry. 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 Terence Atmane versus Tomas Martin Etcheverry. The curve rises from 0% to 100%, showing the cumulative probability for each games total threshold.

Games Spread Predictions

📈
Expected Games Spread (Terence Atmane - Tomas Martin Etcheverry) -0.9 Most likely spread: -1 (Tomas Martin Etcheverry wins 1 more games)

📊 Games Spread Probability Distribution

Distribution

Probability of each games spread outcome

Probability distribution chart for games spread in Terence Atmane versus Tomas Martin Etcheverry. Positive values indicate Terence Atmane winning more games, negative values indicate Tomas Martin Etcheverry winning more games.
Cumulative Probability (CDF)

Probability of spread ≤ X

Cumulative distribution function chart for games spread in Terence Atmane versus Tomas Martin Etcheverry. The curve shows the cumulative probability for each spread threshold.

Aces and Double Faults Predictions

Aces prediction for this match sits at roughly 16.04 combined aces, and the predicted aces figure reflects the medium-paced hard court here. The expected double faults total is 6.52 for the match. Since neither player has a significantly higher serve index, the ace count is likely to be shared rather than dominated by one server. Hard courts tend to produce a moderate number of aces and the expected double faults are typical for a match likely to stay on serve portions.
🎯
Expected Total Aces 16.0 Most likely: 16 aces
Expected Total Double Faults 6.5 Most likely: 6 double faults

🎯 Aces Probability Distribution

Distribution

Probability of each ace count outcome

Probability distribution chart for total aces in Terence Atmane versus Tomas Martin Etcheverry. 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 Terence Atmane versus Tomas Martin Etcheverry. 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 Terence Atmane versus Tomas Martin Etcheverry. 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 Terence Atmane versus Tomas Martin Etcheverry. 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

45.4% Predicted: No tiebreak

Exact Score Distribution BO3

Probability of each set-by-set outcome (Terence Atmane's perspective)

0-2 Most likely set score (30.9%)
Probability distribution of the final set score from Terence Atmane's perspective. Format: BO3.

Final Prediction

Etcheverry’s narrow projected win is driven by his recent results at higher level events and overall opposition quality, even though the top model key factor is the serve and return game that favors Atmane. Watch Atmane’s serve and returning rhythm early. If he converts that modest edge, he can flip this tight projection.

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