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hardoutdoor· China· Chengdu Open

Adrian Mannarino vs Juncheng Shang

24 Sept, 06:30 · Round 1 · best of 3 · in 3h 32m

Why 68% for Adrian Mannarino

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

Surface Elo (hard)33.0% · +6.2% toward Adrian Mannarino
ATP ranking67.0% · +12.6% toward Adrian Mannarino
Rest and workload0.0% · +0.0% toward Adrian Mannarino

Raw model probability 69%, calibrated to 68% for Adrian Mannarino. Calibration is fitted on completed matches and pulls confident predictions back toward the centre.

Projected total games

23.5

leans over for a best of 3

Straight sets

53%

chance the match ends without a deciding set

Market comparison

🔥 Top model pick
Our model
68%
Market
31%

3.05

Difference
37.0%

Our model differs from the market by 37.0% on Adrian Mannarino.

Betano MX · 3.05 / 1.38 · bookmaker margin of 5.3% removed so the two sides sum to 100%. Predictions only — not a profit claim.

Underdog keeps it close

Adrian Mannarino is the market underdog, and our model rates them 37.0% higher than the de-vigged price. On top of that, the margin model gives them a 82% chance of finishing within 4.5 games (or winning outright).

Margin model measured on 2,080 settled matches. We carry no handicap prices yet, so this is a statistical read on how close the match should be — not a priced edge.

What is missing here

  • Juncheng Shang's ATP ranking could not be confirmed against this week's list, so it is used with less confidence.
Adrian MannarinoJuncheng Shang
1669hard Elo1551
1656Overall Elo1591
+13hard vs overall-40
2–4hard record0–4
ratedrating basisrated

The model uses an effective rating that pulls a thin surface sample back toward the overall rating: 1660 vs 1582.