Beijing China Hard Atp 500 Semifinals

Novak Djokovic vs Daniil Medvedev Prediction

Novak Djokovic

Rank: #11
29%
VS

Daniil Medvedev

Rank: #6
71%
Expected Total Games: 24.9
Predicted Winner: Daniil Medvedev

Why the Model Favors Daniil Medvedev

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

Serve & return game +8.3 Daniil Medvedev
Recent record by level +5.7 Daniil Medvedev
Age +4.8 Daniil Medvedev
Surface fit +1.5 Daniil Medvedev
Recent form +0.8 Novak Djokovic

Starting from an even matchup, these factors move the model to 71% for Daniil Medvedev. Computed with gradient-based attribution on our neural network, not editorial opinion. How to read this →

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Player Metrics

Novak Djokovic

Form Index: 43.0
ELO Rating: 2000.0
Glicko2 Rating: 1993.0
Current Fatigue (minutes): 436.0
Surface Strength:
Hard: 47.5
Clay: 41.0
Grass: 54.5
Serve Rating: 97.1
Return Rating: 90.4

Daniil Medvedev

Form Index: 56.6
ELO Rating: 1895.4
Glicko2 Rating: 1909.3
Current Fatigue (minutes): 268.0
Surface Strength:
Hard: 48.2
Clay: 28.8
Grass: 24.1
Serve Rating: 96.1
Return Rating: 89.0

Recent Matches

Novak Djokovic
✅ ✅ ✅ ❌ ❌

Daniil Medvedev
✅ ✅ ✅ ✅ ✅

Head-to-Head (Last 2 Seasons)

0
Novak Djokovic
vs
0
Daniil Medvedev
Hard
0 - 0
Clay
0 - 0
Grass
0 - 0

Key Prediction Insights

Medvedev is the clear pick, with a 71% win probability to Djokovic’s 29%, and the forecast points to 24.9 total games. In this Beijing semifinal, Medvedev’s sharper run through the draw gives him the advantage.

Match Analysis

The biggest separation is in the projected serve-and-return matchup, which favors Medvedev. Djokovic has quality in both areas, but Medvedev’s more favorable profile there gives him the better chance of applying pressure across the match. Medvedev has won all three of his Beijing matches in straight sets, including against Francisco Cerundolo, while Djokovic needed three sets to beat Alexander Zverev and Yunchaokete Bu. Djokovic’s recent results are still strong, but he has spent 436 minutes on court this week, compared with Medvedev’s 268. Medvedev also holds the higher ranking, at No. 6 to Djokovic’s No. 11.

Total Games Predictions

🎾
Expected Total Games in Match 24.9 Most likely outcome: 24 games

📊 Total Games Probability Distribution

Distribution

Probability of each total games outcome

Probability distribution chart for total games in Novak Djokovic versus Daniil Medvedev. 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 Novak Djokovic versus Daniil Medvedev. The curve rises from 0% to 100%, showing the cumulative probability for each games total threshold.

Games Spread Predictions

📈
Expected Games Spread (Novak Djokovic - Daniil Medvedev) -2.0 Most likely spread: -3 (Daniil Medvedev wins 3 more games)

📊 Games Spread Probability Distribution

Distribution

Probability of each games spread outcome

Probability distribution chart for games spread in Novak Djokovic versus Daniil Medvedev. Positive values indicate Novak Djokovic winning more games, negative values indicate Daniil Medvedev winning more games.
Cumulative Probability (CDF)

Probability of spread ≤ X

Cumulative distribution function chart for games spread in Novak Djokovic versus Daniil Medvedev. The curve shows the cumulative probability for each spread threshold.

Aces and Double Faults Predictions

Medvedev is projected to hit 8.7 aces and Djokovic 6.3, with hard court conditions allowing both to use their serves without making this solely a power-serving contest. The forecast has Medvedev at 3.1 double faults and Djokovic at 2.2, so the higher ace expectation for Medvedev comes with a slightly greater projected double-fault count.
🎯
Expected Total Aces 14.5 Most likely: 12 aces Per player: Novak Djokovic 6.3 + Daniil Medvedev 8.7
❌
Expected Total Double Faults 5.2 Most likely: 4 double faults Per player: Novak Djokovic 2.2 + Daniil Medvedev 3.1

🎯 Aces Probability Distribution

Distribution

Probability of each ace count outcome

Probability distribution chart for total aces in Novak Djokovic versus Daniil Medvedev. 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 Novak Djokovic versus Daniil Medvedev. The curve shows the cumulative probability for each aces threshold.

🎯 Aces by Player

Novak Djokovic

Expected 6.3 aces

Probability distribution for the aces Novak Djokovic serves in this match.
Daniil Medvedev

Expected 8.7 aces

Probability distribution for the aces Daniil Medvedev serves in this match.

❌ Double Faults Probability Distribution

Distribution

Probability of each double fault count outcome

Probability distribution chart for double faults in Novak Djokovic versus Daniil Medvedev. 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 Novak Djokovic versus Daniil Medvedev. The curve shows the cumulative probability for each double faults threshold.

❌ Double Faults by Player

Novak Djokovic

Expected 2.2 double faults

Probability distribution for the double faults Novak Djokovic serves in this match.
Daniil Medvedev

Expected 3.1 double faults

Probability distribution for the double faults Daniil Medvedev serves in this match.

Match Format Predictions

Tiebreak Likelihood

Probability that any tiebreak is played in this match

42.8% Predicted: No tiebreak

Exact Score Distribution BO3

Probability of each set-by-set outcome (Novak Djokovic's perspective)

0-2 Most likely set score (43.1%)
Probability distribution of the final set score from Novak Djokovic's perspective. Format: BO3.

Final Prediction

Djokovic’s best route to turning the forecast around is to make his return quality count and disrupt Medvedev’s service rhythm. The workload gap makes that a more demanding task for Djokovic over a potentially long match.

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