Brussels Brussels Hard Atp 250 Round of 32

Andrea Guerrieri vs Alex Michelsen Prediction

Andrea Guerrieri

Rank: #165
22%
VS

Alex Michelsen

Rank: #35
78%
Expected Total Games: 24.4
Predicted Winner: Alex Michelsen

Why the Model Favors Alex Michelsen

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

Overall strength +7.9 Alex Michelsen
Recent record by level +6.5 Alex Michelsen
Surface fit +3.5 Alex Michelsen
Overall record & opposition quality +3.4 Alex Michelsen
Serve & return game +2.8 Alex Michelsen

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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Player Metrics

Andrea Guerrieri

Form Index: 65.9
ELO Rating: 1625.0
Glicko2 Rating: 1686.1
Current Fatigue (minutes): 268.0
Surface Strength:
Hard: 20.8
Clay: 10.0
Grass: 5.2
Serve Rating: 92.7
Return Rating: 90.9

Alex Michelsen

Form Index: 42.3
ELO Rating: 1816.0
Glicko2 Rating: 1791.0
Current Fatigue (minutes): 0.0
Surface Strength:
Hard: 38.0
Clay: 18.6
Grass: 10.0
Serve Rating: 95.3
Return Rating: 87.0

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)

0
Andrea Guerrieri
vs
0
Alex Michelsen
Hard
0 - 0
Clay
0 - 0
Grass
0 - 0

Key Prediction Insights

Alex Michelsen is favoured to win, with a 78% probability against Andrea Guerrieri’s 22%. The forecast is for 24.4 total games.

Match Analysis

Michelsen’s higher ranking and stronger overall record are the main separators. He also has the better hard-court profile, giving him an advantage on a surface that should suit his game. Guerrieri has won his two matches in Brussels, but has spent 268 minutes on court during the tournament. Michelsen’s recent defeats came at Shanghai, Tokyo and the US Open, and his stronger record at that level supports the forecast despite his less positive form.

Total Games Predictions

🎾
Expected Total Games in Match 24.4 Most likely outcome: 23 games

📊 Total Games Probability Distribution

Distribution

Probability of each total games outcome

Probability distribution chart for total games in Andrea Guerrieri versus Alex Michelsen. 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 Andrea Guerrieri versus Alex Michelsen. The curve rises from 0% to 100%, showing the cumulative probability for each games total threshold.

Games Spread Predictions

📈
Expected Games Spread (Andrea Guerrieri - Alex Michelsen) -3.1 Most likely spread: -4 (Alex Michelsen wins 4 more games)

📊 Games Spread Probability Distribution

Distribution

Probability of each games spread outcome

Probability distribution chart for games spread in Andrea Guerrieri versus Alex Michelsen. Positive values indicate Andrea Guerrieri winning more games, negative values indicate Alex Michelsen winning more games.
Cumulative Probability (CDF)

Probability of spread ≤ X

Cumulative distribution function chart for games spread in Andrea Guerrieri versus Alex Michelsen. The curve shows the cumulative probability for each spread threshold.

Aces and Double Faults Predictions

Guerrieri is projected for 3.4 aces and 3.7 double faults, while Michelsen is forecast for 5.5 aces and 3.0 double faults. Michelsen’s stronger serving profile supports his projected ace lead, while Guerrieri is forecast to have the higher double-fault count.
🎯
Expected Total Aces 8.8 Most likely: 6 aces Per player: Andrea Guerrieri 3.4 + Alex Michelsen 5.5
❌
Expected Total Double Faults 6.7 Most likely: 5 double faults Per player: Andrea Guerrieri 3.7 + Alex Michelsen 3.0

🎯 Aces Probability Distribution

Distribution

Probability of each ace count outcome

Probability distribution chart for total aces in Andrea Guerrieri versus Alex Michelsen. 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 Andrea Guerrieri versus Alex Michelsen. The curve shows the cumulative probability for each aces threshold.

🎯 Aces by Player

Andrea Guerrieri

Expected 3.4 aces

Probability distribution for the aces Andrea Guerrieri serves in this match.
Alex Michelsen

Expected 5.5 aces

Probability distribution for the aces Alex Michelsen serves in this match.

❌ Double Faults Probability Distribution

Distribution

Probability of each double fault count outcome

Probability distribution chart for double faults in Andrea Guerrieri versus Alex Michelsen. 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 Andrea Guerrieri versus Alex Michelsen. The curve shows the cumulative probability for each double faults threshold.

❌ Double Faults by Player

Andrea Guerrieri

Expected 3.7 double faults

Probability distribution for the double faults Andrea Guerrieri serves in this match.
Alex Michelsen

Expected 3.0 double faults

Probability distribution for the double faults Alex Michelsen serves in this match.

Match Format Predictions

Tiebreak Likelihood

Probability that any tiebreak is played in this match

30.8% Predicted: No tiebreak

Exact Score Distribution BO3

Probability of each set-by-set outcome (Andrea Guerrieri's perspective)

0-2 Most likely set score (48.7%)
Probability distribution of the final set score from Andrea Guerrieri's perspective. Format: BO3.

Final Prediction

Guerrieri’s slightly stronger return profile is the clearest way he could disrupt the forecast. If he can make Michelsen work harder behind serve, the favourite’s advantage could narrow.

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