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hardoutdoor· China· Hangzhou Open

Valentin Royer vs Daniil Medvedev

25 Sept · Time TBC · Round 2 · best of 3

Why 90% for Daniil Medvedev

Each bar is that input's share of the explanatory signal.

Surface Elo (hard)53.1% · +21.8% toward Daniil Medvedev
ATP ranking41.8% · +17.1% toward Daniil Medvedev
Rest and workload5.1% · +2.1% toward Daniil Medvedev

Raw model probability 9%, calibrated to 10% for Valentin Royer. Calibration is fitted on completed matches and pulls confident predictions back toward the centre.

Projected total games

22.6

leans over for a best of 3

Straight sets

69%

chance the match ends without a deciding set

Market comparison

🔥 Top model pick
Our model
90%
Market
80%

1.19

Difference
10.2%

Our model differs from the market by 10.2% on Daniil Medvedev.

Betano MX · 4.75 / 1.19 · bookmaker margin of 5.1% removed so the two sides sum to 100%. Predictions only — not a profit claim.

What is missing here

  • Valentin Royer has a provisional hard rating (5–19 matches), so it is pulled part-way toward his overall rating rather than used at face value.
Valentin RoyerDaniil Medvedev
1582hard Elo1943
1595Overall Elo1905
-13hard vs overall+38
2–3hard record4–3
provisionalrating basisrated

The model uses an effective rating that pulls a thin surface sample back toward the overall rating: 1592 vs 1917.