Us Open NY, U.S.A. Hard Grand Slam Quarterfinals

Frances Tiafoe vs Alex Michelsen: AI Prediction | Games, Spread, Aces & Double Faults

Frances Tiafoe

Rank: #12
43%
VS

Alex Michelsen

Rank: #45
57%
Expected Total Games: 39.1
Predicted Winner: Alex Michelsen

Why the Model Favors Alex Michelsen

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

Serve & return game +4.1 Alex Michelsen
Age +2.6 Alex Michelsen
Overall record & opposition quality +2.2 Frances Tiafoe
Overall strength +1.8 Frances Tiafoe
Recent record by level +1.6 Frances Tiafoe

Starting from an even matchup, these factors move the model to 57% 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

Frances Tiafoe

Form Index: 84.2
ELO Rating: 1992.3
Glicko2 Rating: 1908.8
Current Fatigue (minutes): 696.0
Surface Strength:
Hard: 51.9
Clay: 29.9
Grass: 28.9
Serve Rating: 96.4
Return Rating: 90.0

Alex Michelsen

Form Index: 77.3
ELO Rating: 1883.2
Glicko2 Rating: 1808.2
Current Fatigue (minutes): 696.0
Surface Strength:
Hard: 44.0
Clay: 18.6
Grass: 10.0
Serve Rating: 95.4
Return Rating: 87.0

Recent Matches

Frances Tiafoe

Alex Michelsen

Head-to-Head (Last 2 Seasons)

1
Frances Tiafoe
vs
0
Alex Michelsen
Hard
0 - 0
Clay
1 - 0
Grass
0 - 0

Key Prediction Insights

This quarterfinal at the US Open in New York is a hard court clash in a Grand Slam setting between Frances Tiafoe and Alex Michelsen. The model favors Alex Michelsen to win with a 56.64 percent chance, versus 43.36 percent for Tiafoe. The predicted total number of games is about 39.15.

Match Analysis

The model's edge for Michelsen comes mainly from the serve and return matchup and age, while Tiafoe gains ground from a stronger overall record, higher overall strength metrics, and recent form at this level. On paper Tiafoe is the higher-ranked player at 12, with a form index of 84.16 and an Elo around 1992. His surface strength index on hard courts is 51.92. Michelsen sits at rank 45, form index 77.30 and an Elo near 1883, with a surface strength index of 43.97. Both players show identical cumulative fatigue for the tournament (696 minutes on court), so endurance should not be a differentiator based on the available numbers. Tiafoe’s mean serve index is 96.41 and his mean return index is 89.97. Michelsen’s mean serve index is 95.44 and his mean return index is 87.04. Neither gap exceeds five points, so serve and return tools are similar by those measures. Both arrive in strong rhythm: each has won their last three matches at the US Open in straight sets. That consistency supports the small edges the model gives Tiafoe for recent results and overall strength, while Michelsen’s serve and return balance and age tilt the win probability his way.

Total Games Predictions

🎾
Expected Total Games in Match 39.1 Most likely outcome: 37 games

📊 Total Games Probability Distribution

Distribution

Probability of each total games outcome

Probability distribution chart for total games in Frances Tiafoe 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 Frances Tiafoe 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 (Frances Tiafoe - Alex Michelsen) -1.0 Most likely spread: -1 (Alex Michelsen wins 1 more games)

📊 Games Spread Probability Distribution

Distribution

Probability of each games spread outcome

Probability distribution chart for games spread in Frances Tiafoe versus Alex Michelsen. Positive values indicate Frances Tiafoe 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 Frances Tiafoe versus Alex Michelsen. The curve shows the cumulative probability for each spread threshold.

Aces and Double Faults Predictions

The aces prediction for this hard court match is 18.49 total, with predicted aces split at about 9.72 for Tiafoe and 9.03 for Michelsen. The expected double faults for the match are 8.29 total, divided roughly 3.90 for Tiafoe and 4.39 for Michelsen. Hard courts produce a moderate number of aces compared with grass or clay, which aligns with the predicted aces and the relatively close serve ratings.
🎯
Expected Total Aces 18.5 Most likely: 16 aces Per player: Frances Tiafoe 9.7 + Alex Michelsen 9.0
Expected Total Double Faults 8.3 Most likely: 7 double faults Per player: Frances Tiafoe 3.9 + Alex Michelsen 4.4

🎯 Aces Probability Distribution

Distribution

Probability of each ace count outcome

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

🎯 Aces by Player

Frances Tiafoe

Expected 9.7 aces

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

Expected 9.0 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 Frances Tiafoe 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 Frances Tiafoe versus Alex Michelsen. The curve shows the cumulative probability for each double faults threshold.

Double Faults by Player

Frances Tiafoe

Expected 3.9 double faults

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

Expected 4.4 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

54.3% Predicted: Tiebreak likely

Exact Score Distribution BO5

Probability of each set-by-set outcome (Frances Tiafoe's perspective)

0-3 Most likely set score (20.2%)
Probability distribution of the final set score from Frances Tiafoe's perspective. Format: BO5.

Final Prediction

Michelsen’s narrow projected edge is driven first and foremost by the serve and return matchup identified by the model. Watch the early service holds and the return games. Whoever seizes control on return opportunities is likely to decide a match expected to be competitive and settled within the predicted range of roughly 39 games.

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