Madrid Spain Clay Masters 1000 Round of 128

Ignacio Buse vs Adrian Mannarino: AI Prediction | Games, Spread, Aces & Double Faults

Ignacio Buse

Rank: #58
56%
VS

Adrian Mannarino

Rank: #46
44%
Expected Total Games: 23.1
Predicted Winner: Ignacio Buse

Also available in Claude. Query these predictions in plain language — our native connector lets Claude call our models on demand, no code.

Set it up

Player Metrics

Ignacio Buse

Form Index: 41.1
ELO Rating: 1548.2
Glicko2 Rating: 1607.8
Current Fatigue (minutes): 0.0
Surface Strength:
Hard: 53.3
Clay: 38.9
Grass: 39.5
Serve Rating: 68.8
Return Rating: 73.6

Adrian Mannarino

Form Index: 31.8
ELO Rating: 1509.3
Glicko2 Rating: 1560.8
Current Fatigue (minutes): 0.0
Surface Strength:
Hard: 54.1
Clay: 35.8
Grass: 44.4
Serve Rating: 97.6
Return Rating: 90.9

Recent Matches

Ignacio Buse

Adrian Mannarino

  • Last Match: vs Nuno Borges (0-2) clay Barcelona 82 min
  • 2nd Last Match: vs Zizou Bergs (0-2) clay Monte Carlo 81 min
  • 3rd Last Match: vs Daniel Merida (1-2) clay Bucharest 113 min
  • 4th Last Match: vs Tommy Paul (1-2) hard Miami 127 min
  • 5th Last Match: vs Zhizhen Zhang (2-0) hard Miami 65 min

Head-to-Head (Last 2 Seasons)

0
Ignacio Buse
vs
0
Adrian Mannarino
Hard
0 - 0
Clay
0 - 0
Grass
0 - 0

Key Prediction Insights

At Madrid on clay in the opening round of a Masters 1000 event, Ignacio Buse is narrowly favoured to upset Adrian Mannarino. The model gives Buse a 55.95% chance to win versus 44.05% for Mannarino, with an expected total of about 23.1 games in the match.

Match Analysis

Buse (rank 58) arrives with a stronger Elo (1548.23) and the better form index (41.05) compared with Mannarino (rank 46, Elo 1509.33, form 31.77). Both players list zero cumulative fatigue for the tournament, so freshness shouldn't be a differentiator. On clay Buse’s surface strength index (38.94) is slightly above Mannarino’s (35.77), though neither posts elite clay numbers. There is a notable gap in serving and returning profiles: Mannarino’s mean serve index (97.58) comfortably outstrips Buse’s (68.81) by nearly 29 points, and his mean return index (90.92) is also higher than Buse’s (73.65) by roughly 17 points — differences that point to Mannarino’s technical strengths on serve and on return. Recent form lines are modest for both. Buse has lost his last three recorded clay matches (Barcelona, Monte Carlo, Marrakech), taking a set in two of them but failing to close out. Mannarino likewise shows three straight defeats on clay (Barcelona, Monte Carlo, Bucharest), including a couple of straight-set exits. Those scores suggest both players are searching for a confidence boost coming into Madrid’s opener.

Total Games Predictions

🎾
Expected Total Games in Match 23.1 Most likely outcome: 23 games

📊 Total Games Probability Distribution

Distribution

Probability of each total games outcome

Probability distribution chart for total games in Ignacio Buse versus Adrian Mannarino. 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 Ignacio Buse versus Adrian Mannarino. The curve rises from 0% to 100%, showing the cumulative probability for each games total threshold.

Games Spread Predictions

📈
Expected Games Spread (Ignacio Buse - Adrian Mannarino) -1.4 Most likely spread: -2 (Adrian Mannarino wins 2 more games)

📊 Games Spread Probability Distribution

Distribution

Probability of each games spread outcome

Probability distribution chart for games spread in Ignacio Buse versus Adrian Mannarino. Positive values indicate Ignacio Buse winning more games, negative values indicate Adrian Mannarino winning more games.
Cumulative Probability (CDF)

Probability of spread ≤ X

Cumulative distribution function chart for games spread in Ignacio Buse versus Adrian Mannarino. The curve shows the cumulative probability for each spread threshold.

Aces and Double Faults Predictions

The aces prediction for the match sits at about 11.09 total, while the expected double faults are 5.88. Clay typically suppresses big servers, so the predicted aces total reflects slower ball speed and higher bounce; predicted aces will likely skew toward Mannarino given his far higher serve rating. For double faults prediction, the slower surface and longer points can nudge the expected double faults upward, especially if rallies extend.
🎯
Expected Total Aces 11.1 Most likely: 11 aces
Expected Total Double Faults 5.9 Most likely: 5 double faults

🎯 Aces Probability Distribution

Distribution

Probability of each ace count outcome

Probability distribution chart for total aces in Ignacio Buse versus Adrian Mannarino. 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 Ignacio Buse versus Adrian Mannarino. 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 Ignacio Buse versus Adrian Mannarino. 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 Ignacio Buse versus Adrian Mannarino. The curve shows the cumulative probability for each double faults threshold.

Final Prediction

Buse’s edge comes from slightly better Elo and form combined with a marginally stronger clay profile, enough to tilt a tight opening-round encounter his way. The key factor to watch is Mannarino’s serve effectiveness — if his big-serve advantage converts into free points, the match could swing in his favour.

Get Daily Tennis Predictions

Enjoyed this analysis? Subscribe to our Telegram channel and receive daily AI-driven tennis predictions directly on your phone.

Join Our Telegram Channel