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hardoutdoor· USA· BNP Paribas Open

Linda Noskova vs Marta Kostyuk

8 Nov, 20:00 · Group Stage · best of 3 · in 30m

Why 56% for Linda Noskova

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

Surface Elo (hard)67.8% · +4.2% toward Linda Noskova
ATP ranking32.2% · +2.0% toward Linda Noskova
Rest and workload0.0% · +0.0% toward Linda Noskova

Raw model probability 56%, calibrated to 56% for Linda Noskova. Calibration is fitted on completed matches and pulls confident predictions back toward the centre.

Projected total games

24.0

leans over for a best of 3

Straight sets

50%

chance the match ends without a deciding set

Market comparison

Our model
44%
Market
42%

2.27

Difference
1.8%

Our model and the market broadly agree on this match.

Betano MX · 1.65 / 2.27 · bookmaker margin of 4.7% removed so the two sides sum to 100%. Predictions only — not a profit claim.

What is missing here

  • No recent-match record for Linda Noskova, so no rest or workload adjustment was applied on his side.
Linda NoskovaMarta Kostyuk
1865hard Elo1812
1984Overall Elo1945
-120hard vs overall-133
85–49hard record108–79
ratedrating basisrated

The model uses an effective rating that pulls a thin surface sample back toward the overall rating: 1877 vs 1822.