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hardindoor· Sweden· BNP Paribas Nordic Open

Toby Samuel vs Adrian Mannarino

8 Nov, 12:30 · Qualifying Final · best of 3 · in progress

Why 60% for Adrian Mannarino

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

Surface Elo (hard)84.7% · +9.3% toward Adrian Mannarino
ATP ranking15.3% · +1.7% toward Adrian Mannarino
Rest and workload0.0% · +0.0% toward Adrian Mannarino

Raw model probability 39%, calibrated to 40% for Toby Samuel. Calibration is fitted on completed matches and pulls confident predictions back toward the centre.

Projected total games

23.8

leans over for a best of 3

Straight sets

51%

chance the match ends without a deciding set

Market comparison

No odds available for this event.

Odds coverage is per tournament, and our provider currently carries only the larger events. Without a price there is nothing to compare the model against, so we show the prediction on its own.

What is missing here

  • Toby Samuel has a provisional hard rating (5–19 matches), so it is pulled part-way toward his overall rating rather than used at face value.
Toby SamuelAdrian Mannarino
1804hard Elo1811
1823Overall Elo1836
-19hard vs overall-26
6–2hard record14–11
provisionalrating basisrated

The model uses an effective rating that pulls a thin surface sample back toward the overall rating: 1756 vs 1863.