Win probability

Saturday, 22 August 2026

20 matches selected · 14 tournaments · model last ran 20:50 UTC

Umpiry rates 20 matches on Saturday, 22 August 2026. The closest is Marlon Vankan v Jack Loge at 51 % — the model’s most uncertain call of the day. The most one-sided is Arthur Fils v Flavio Cobolli at 72 %. Probabilities come from a per-tour model trained on Elo, surface Elo, recent serve and return form and layoff.

Rated matches · ordered closest first
TimeTournamentRoundMatchProbabilityVerdictH2H
10:00M15 Lambermont
ITF · clay
SFVankan M.Loge J.51 %49 %Toss-up0–1
19:30Cincinnati
WTA · hard
SFSwiatek I.Pegula J.51 %49 %Toss-up9–7
22:45Kingston
CHALLENGER · hard
SFGlinka D.Martinez P.52 %48 %Toss-up1–1
19:00M15 Asuncion 2
ITF · clay
FAguilar Cardozo J.Villanueva G.52 %48 %Toss-up3–2
12:10Prague
CHALLENGER · clay
FKumstat J.Hsin Tseng C.52 %48 %Toss-up1–0
08:10W75 Kursumlijska Banja 3
ITF · clay
SFZaar L.Zolotareva R.54 %46 %Toss-up0–1
11:00W15 Wanfercee-Baulet
ITF · clay
SFDe Koning R.Claeys L.55 %45 %Toss-up0–1
23:10Cincinnati
ATP · hard
QFMusetti L.Tiafoe F.55 %45 %Toss-up3–5
02:00W15 Tianjin 3
ITF · hard
SFJeong S.Yi Chen M.56 %44 %Toss-up0–1
01:50Cincinnati
WTA · hard
QFGauff C.Kostyuk M.57 %43 %Toss-up4–2
17:10Quebec City
CHALLENGER · hard
SFVan Assche L.Gaston H.57 %43 %Toss-up3–0
13:00W35 Krakow
ITF · clay
FGeerlings A.Jakupovic D.57 %43 %Toss-up1–0
11:30W75 Kursumlijska Banja 3
ITF · clay
SFEncheva L.Vujovic L.58 %42 %Toss-up1–0
10:00M25 Idanha-A-Nova 2
ITF · hard
SFColombo A.Marques G.61 %39 %Slight edge0–2
14:00M15 Lambermont
ITF · clay
SFVan Der Meerschen M.Faucon R.62 %38 %Slight edge1–2
05:00M15 Maanshan 7
ITF · hard
SFChung Y.Rifqi F.64 %36 %Slight edge0–2
21:00Kingston
CHALLENGER · hard
FRoyer V.Martinez P.65 %35 %Slight edge1–1
08:00M15 Mistelbach
ITF · clay
SFMashtakov M.Zielinski M.65 %35 %Slight edge1–0
13:00W15 Wanfercee-Baulet
ITF · clay
SFAndrienko M.Longueville R.66 %34 %Slight edge1–0
17:40Cincinnati
ATP · hard
SFFils A.Cobolli F.72 %28 %Clear favourite3–0

How to read this

Each row gives the model’s probability that the favourite wins, and the verdict says the same thing in words. Rows are ordered by how close the model thinks the match is, so the top of the table is where it is least sure. A 70 % favourite losing is not a broken model — it is the 30 %. Probabilities are not odds and take no account of any market.

How often the model has been right

Umpiry win-probability model accuracy by tour family, measured on the predictions the model made
TourCorrect
ATP / WTA66 %
Challenger (men)64 %
Challenger (women)68 %
ITF (men)66 %
ITF (women)64 %

Measured on the predictions the model actually made, not on a backtest — see Methodology.

Yesterday

Friday, 21 August 2026 · 20 matches

Favourites won

7 / 20

Model expected

11.2

The model expected 11.2 favourites to win; 7 did. See yesterday’s page.

Biggest shock, last 7 days

21 Aug
W35 Erwitte
ITF · clay
QF

Surprise score

92

Questions

How is the probability calculated?
A separate model for each tour, trained on Elo, surface-specific Elo, recent serve and return form and time since the player’s last match. It runs several times a day; the time of the last run is at the top of this page.
How often is the model right?
We publish it. The table above gives the hit rate for each tour family, measured on the predictions the model actually made — see Methodology for how it is computed.
Why are the closest matches at the top?
Rows are ordered by distance from 50 %, so the table opens where the model is least sure. “Most one-sided” reverses the order and groups the rows by tournament.
Is this a betting tip?
No. The page shows a model’s probability and how often that model has been right. There are no odds, no comparison with a market and no suggested stake.