Barcelona Spain Clay Atp 500 Round of 32

Carlos Alcaraz vs Otto Virtanen: AI Prediction | Games, Spread, Aces & Double Faults

Carlos Alcaraz

Rank: #2
92%
VS

Otto Virtanen

Rank: #130
8%
Expected Total Games: 22.1
Predicted Winner: Carlos Alcaraz

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Player Metrics

Carlos Alcaraz

Form Index: 53.8
ELO Rating: 2428.3
Glicko2 Rating: 2653.3
Current Fatigue (minutes): 0.0
Surface Strength:
Hard: 73.5
Clay: 66.2
Grass: 68.0
Serve Rating: 59.8
Return Rating: 70.6

Otto Virtanen

Form Index: 56.2
ELO Rating: 1543.4
Glicko2 Rating: 1607.7
Current Fatigue (minutes): 226.0
Surface Strength:
Hard: 49.4
Clay: 39.6
Grass: 40.6
Serve Rating: 96.9
Return Rating: 88.2

Recent Matches

Carlos Alcaraz

Otto Virtanen

Head-to-Head (Last 2 Seasons)

0
Carlos Alcaraz
vs
0
Otto Virtanen
Hard
0 - 0
Clay
0 - 0
Grass
0 - 0

Key Prediction Insights

In Barcelona's round of 32 on clay at the 2026 ATP 500-level tournament, Carlos Alcaraz meets Otto Virtanen in a matchup that heavily favors the home favorite. The model projects Alcaraz to win (92.41% probability) versus Virtanen (7.59%), with an expected total of about 22.1 games in the match — suggesting a straight-sets victory for Alcaraz.

Match Analysis

Alcaraz arrives as world No. 2 with an Elo of 2428 and a surface strength index of 66.15, showing clear clay pedigree; his form index sits at 53.8 and he carries zero minutes of fatigue in this event. Virtanen is ranked 130 with an Elo of 1543, a lower surface strength of 39.6 but a slightly higher form index (56.2). The gap in mean serve index is notable — Alcaraz 59.8 versus Virtanen 96.9 — a difference of roughly 37 points that will shape certain patterns. The difference in mean return index is also meaningful (Alcaraz 70.6, Virtanen 88.2), indicating Virtanen’s recent return numbers are strong on paper. Recent form reinforces the contrast: Alcaraz has won two of his last three matches at Monte Carlo before falling to Jannik Sinner in a long 135-minute match, while Virtanen has captured two wins in Barcelona (against Muller and Vukic) after a loss at Monte Carlo. However, Virtanen has accumulated 226 minutes on court in this tournament versus Alcaraz’s zero, an important conditioning factor on slow clay.

Total Games Predictions

🎾
Expected Total Games in Match 22.1 Most likely outcome: 22 games

📊 Total Games Probability Distribution

Distribution

Probability of each total games outcome

Probability distribution chart for total games in Carlos Alcaraz versus Otto Virtanen. 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 Carlos Alcaraz versus Otto Virtanen. The curve rises from 0% to 100%, showing the cumulative probability for each games total threshold.

Games Spread Predictions

📈
Expected Games Spread (Carlos Alcaraz - Otto Virtanen) -2.3 Most likely spread: -3 (Otto Virtanen wins 3 more games)

📊 Games Spread Probability Distribution

Distribution

Probability of each games spread outcome

Probability distribution chart for games spread in Carlos Alcaraz versus Otto Virtanen. Positive values indicate Carlos Alcaraz winning more games, negative values indicate Otto Virtanen winning more games.
Cumulative Probability (CDF)

Probability of spread ≤ X

Cumulative distribution function chart for games spread in Carlos Alcaraz versus Otto Virtanen. The curve shows the cumulative probability for each spread threshold.

Aces and Double Faults Predictions

The aces prediction for this clash is modest: the predicted aces total is 8.47 for the match. Clay’s slower pace typically suppresses ace numbers, and that context tempers the impact of Virtanen’s high serve rating. The double faults prediction sits at an expected double faults total of 4.59 — fatigue and long rallies on clay make the expected double faults meaningful, especially given Virtanen’s heavy minutes.
🎯
Expected Total Aces 8.5 Most likely: 8 aces
Expected Total Double Faults 4.6 Most likely: 4 double faults

🎯 Aces Probability Distribution

Distribution

Probability of each ace count outcome

Probability distribution chart for total aces in Carlos Alcaraz versus Otto Virtanen. 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 Carlos Alcaraz versus Otto Virtanen. 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 Carlos Alcaraz versus Otto Virtanen. 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 Carlos Alcaraz versus Otto Virtanen. The curve shows the cumulative probability for each double faults threshold.

Final Prediction

Alcaraz’s superior ranking, Elo, clay surface strength and freshness give him a decisive edge. The key factor to watch is how effectively Virtanen’s powerful serve and strong return indices can translate on slow clay before fatigue becomes a limiting factor.

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