Andrea Guerrieri vs Alex Michelsen Prediction
Why the Model Favors Alex Michelsen
The factors that drove this prediction, measured in win-probability points.
Starting from an even matchup, these factors move the model to 78% for Alex Michelsen. Computed with gradient-based attribution on our neural network, not editorial opinion. How to read this →
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Set it upRanking Trends
Andrea Guerrieri
- Current #165 2026-10-05
- 3 mo ago #213 2026-07-20
- 6 mo ago #338 2026-04-20
- 9 mo ago #497 2026-01-19
Alex Michelsen
- Current #35 2026-10-05
- 3 mo ago #44 2026-07-20
- 6 mo ago #37 2026-04-20
- 9 mo ago #38 2026-01-19
- 12 mo ago #34 2025-10-20
Player Metrics
Andrea Guerrieri
Alex Michelsen
Recent Matches
Andrea Guerrieri
- Last Match: vs Martin Damm (2-1) hard Brussels 150 min
- 2nd Last Match: vs Kimmer Coppejans (2-0) hard Brussels 118 min
- 3rd Last Match: vs Alex de Minaur (0-3) hard Us Open 174 min
- 4th Last Match: vs Aziz Dougaz (2-0) hard Us Open 174 min
- 5th Last Match: vs Joel Schwaerzler (2-1) hard Us Open 174 min
Alex Michelsen
- Last Match: vs Botic van de Zandschulp (0-2) hard Shanghai 94 min
- 2nd Last Match: vs Carlos Alcaraz (1-2) hard Tokio 151 min
- 3rd Last Match: vs Frances Tiafoe (2-3) hard Us Open 174 min
- 4th Last Match: vs Tomas Martin Etcheverry (3-0) hard Us Open 174 min
- 5th Last Match: vs Daniel Merida (3-0) hard Us Open 174 min
Head-to-Head (Last 2 Seasons)
Key Prediction Insights
Match Analysis
Total Games Predictions
Total Games Probability Distribution
Distribution
Probability of each total games outcome
Cumulative Probability (CDF)
Probability of total games ≤ X
Games Spread Predictions
Games Spread Probability Distribution
Distribution
Probability of each games spread outcome
Cumulative Probability (CDF)
Probability of spread ≤ X
Aces and Double Faults Predictions
Aces Probability Distribution
Distribution
Probability of each ace count outcome
Cumulative Probability (CDF)
Probability of aces ≤ X
Aces by Player
Andrea Guerrieri
Expected 3.4 aces
Alex Michelsen
Expected 5.5 aces
Double Faults Probability Distribution
Distribution
Probability of each double fault count outcome
Cumulative Probability (CDF)
Probability of double faults ≤ X
Double Faults by Player
Andrea Guerrieri
Expected 3.7 double faults
Alex Michelsen
Expected 3.0 double faults
Match Format Predictions
Tiebreak Likelihood
Probability that any tiebreak is played in this match
Exact Score Distribution BO3
Probability of each set-by-set outcome (Andrea Guerrieri's perspective)
Full distributions as structured data (JSON or CSV)
Final Prediction
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