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Learner Tien 2–0 Giulio Zeppieri

← ATP Tour 2025 · 2nd round · Hangzhou Open (Hard) · Sat, Sep 20, 01:00 PM UTC · sets: 6-4 6-3

The betting picturemarket vs our model, market by market

“Market” = what bookmaker prices imply after removing their margin — the world's best guess. “Model” = our simulation. A bet is only interesting when the model sees something meaningfully more likely than the market does (the edge) — it's never about picking the winner.

Who wins?

OutcomeMarket saysBest price
Learner Tien win61%1.62
Giulio Zeppieri win39%2.50

across 2 bookmakers · probabilities de-vigged (bookmaker margin removed)

The match in numberswhat happened + what each side looked like walking in

Match stats

54World ranking169

Pre-match form

What each side looked like walking in — computed only from games before this one.

MetricLearner TienGiulio Zeppieri
congestion 21d1.001.00
elo1643.791403.75
elo momentum (last 5)-24.74-45.53
matches since win0.000.00
rest days3.042.04
deciding set rate0.560.27
rank54.00169.00
sets played 14d3.002.00
straight sets rate0.760.29
surface elo1598.171452.87
Everything else we hold on this match · 5 more recorded facts — tap to expand
best of3
commentCompleted
courtOutdoor
locationHangzhou
seriesATP250