Washington DC, U.S.A. Hard Atp 500 Round of 16

Terence Atmane vs Alejandro Tabilo: AI Prediction | Games, Spread, Aces & Double Faults

Terence Atmane

Rank: #56
45%
VS

Alejandro Tabilo

Rank: #30
55%
Expected Total Games: 25.7
Predicted Winner: Alejandro Tabilo

Why the Model Favors Alejandro Tabilo

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

Recent record by level +3.1 Alejandro Tabilo
Overall record & opposition quality +2.4 Alejandro Tabilo
Age +1.9 Terence Atmane
Overall strength +1.3 Alejandro Tabilo
Serve & return game +0.8 Terence Atmane

Starting from an even matchup, these factors move the model to 55% for Alejandro Tabilo. 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: 27.7
ELO Rating: 1610.6
Glicko2 Rating: 1640.3
Current Fatigue (minutes): 124.0
Surface Strength:
Hard: 25.4
Clay: 13.7
Grass: 8.9
Serve Rating: 96.6
Return Rating: 86.9

Alejandro Tabilo

Form Index: 30.4
ELO Rating: 1614.3
Glicko2 Rating: 1714.4
Current Fatigue (minutes): 142.0
Surface Strength:
Hard: 27.0
Clay: 20.7
Grass: 6.1
Serve Rating: 96.3
Return Rating: 86.5

Recent Matches

Terence Atmane

Alejandro Tabilo

  • Last Match: vs Tallon Griekspoor (2-1) hard Washington 142 min
  • 2nd Last Match: vs Tiago Torres (0-2) clay Estoril 92 min
  • 3rd Last Match: vs Andrey Rublev (1-2) clay Bastad 130 min
  • 4th Last Match: vs Lautaro Midon (2-1) clay Bastad 163 min
  • 5th Last Match: vs Kamil Majchrzak (0-3) grass Wimbledon 174 min

Head-to-Head (Last 2 Seasons)

0
Terence Atmane
vs
0
Alejandro Tabilo
Hard
0 - 0
Clay
0 - 0
Grass
0 - 0

Key Prediction Insights

Washington, DC — Round of 16 on hard courts at an ATP 500 event. Alejandro Tabilo is the slight favorite here: the model projects a 55.42% chance for Tabilo against 44.58% for Terence Atmane, with an expected 25.74 total games in the match.

Match Analysis

The model’s edge for Tabilo comes mainly from his recent record by level (+3.1 percentage points) and overall record & opposition quality (+2.4 pp), with a smaller boost from overall strength (+1.3 pp). Those drivers are reflected in Tabilo’s higher ranking (No. 30 vs No. 56) and a marginally higher Elo (1614.29 vs 1610.56). Tabilo’s form index is also slightly up (30.37 vs 27.71) and his surface strength index is a touch better on hard (27.03 vs 25.36), which supports the model leaning his way. Atmane picks up modest advantages that temper the gap: age contributes in his favor (+1.9 pp) and his serve & return profile nudges the balance slightly (+0.8 pp). Their mean serve and return indices are essentially level (serve: 96.57 vs 96.34; return: 86.93 vs 86.55), so expect a match where baseline serving performance is comparable. Fatigue is a factor — Atmane has logged 124 minutes on court so far in the tournament, Tabilo 142 — giving Atmane a small freshness edge. Recent form paints a clear picture: Atmane’s last result in Washington was a hard-fought 2-1 win over Frances Tiafoe, bookended by two losses on grass (Wimbledon and Eastbourne). Tabilo arrives off a 2-1 win over Tallon Griekspoor in Washington but had earlier losses on clay in Estoril and Bastad. Both players show inconsistency, but Tabilo’s wins at higher levels are what the model rewards.

Total Games Predictions

🎾
Expected Total Games in Match 25.7 Most likely outcome: 25 games

📊 Total Games Probability Distribution

Distribution

Probability of each total games outcome

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

Games Spread Predictions

📈
Expected Games Spread (Terence Atmane - Alejandro Tabilo) -0.3 Most likely spread: -1 (Alejandro Tabilo 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 Alejandro Tabilo. Positive values indicate Terence Atmane winning more games, negative values indicate Alejandro Tabilo winning more games.
Cumulative Probability (CDF)

Probability of spread ≤ X

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

Aces and Double Faults Predictions

Aces prediction: the match has a predicted aces total of 16.88. On a medium-paced hard court you should expect a moderate number of service winners — neither player has a clear serving edge, so predicted aces reflect balanced serving. Double faults prediction: expected double faults are 4.85 for the match, a modest tally consistent with their similar serve profiles and the surface.
🎯
Expected Total Aces 16.9 Most likely: 16 aces
Expected Total Double Faults 4.8 Most likely: 4 double faults

🎯 Aces Probability Distribution

Distribution

Probability of each ace count outcome

Probability distribution chart for total aces in Terence Atmane versus Alejandro Tabilo. 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 Alejandro Tabilo. 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 Alejandro Tabilo. 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 Terence Atmane versus Alejandro Tabilo. 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

48.7% Predicted: No tiebreak

Exact Score Distribution BO3

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

0-2 Most likely set score (28.9%)
Probability distribution of the final set score from Terence Atmane's perspective. Format: BO3.

Final Prediction

Tabilo’s narrow advantage comes primarily from recent results at higher levels and his overall opposition quality — the top model key factor to watch. Keep an eye on how fatigue and early service games play out; a short break to start could swing momentum in this tight projected encounter.

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