Match Info

CHALLENGER WOMEN - SINGLES: Birmingham - Qualification, grass - Final

Date: 31 May 2026, Sunday


	Mananchaya Sawangkaew		Aoi Ito

	1	2
	1.53	2.38	Watch
	1.54	2.33	Watch
	1.56	2.45
	1.51	2.42	Watch
	1.53	2.38
	1.54	2.32	Watch
Avarage Now (Initially)	1.54 ↑ (1.49)	2.38 ↓ (2.44)

The best margin for this event is 4.9%, offered by

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Current Win Probability

Mananchaya Sawangkaew
60.8%

Aoi Ito
39.2%

Initial Probability

(when we started the analysis)

62.1%

37.9%

Our Initial ML Estimation

60.6%

39.4%

Analysis of Changes in Winning Probabilities:

Mananchaya Sawangkaew has seen a decrease in its chances compared to the initial analysis. (-1.3%)

Aoi Ito has improved its chances compared to the initial analysis. (+1.3%)

ML Model estimates a lower probability for Mananchaya Sawangkaew than the current prediction. (-0.2%)

ML Model estimates a higher probability for Aoi Ito than the current prediction. (+0.2%)

Who will win by Users?

1	X	2
33.3%	0%	66.7%

Mananchaya Sawangkaew - Aoi Ito Predictions

Users Predictions: 3 users predict this event. Sawangkaew will win (votes: 1 - 33.3%). Ito will win (votes: 2 - 66.7%).

Expected Score (Market Odds): 2:0

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Preview

Sawangkaew is ranked WTA: 173. Ito is ranked WTA: 234.

The recent form of both competitors has been shaky.

Sawangkaew may have a physical advantage due to more rest days in recent times.

Sawangkaew is expected to have a slight advantage in this match.

In the last 3 head-to-head matches, Sawangkaew won 2 matches, drew 0 matches, lost 1 match, and goals 4:3. (average 1.3:1).

Last Results with these Odds

Mananchaya Sawangkaew - the odds 1.49 are the expected chance of winning is 62.09%, but this team recently wins 50% of matches with these odds.

Form

✺ - easy match; ✺ - difficult match;

- Mananchaya Sawangkaew
ATP Challenger
30.05.26	Mananchaya Sawangkaew - Yuriko Lily Miyazaki	2:0 ✺
ITF Tournaments
19.05.26	Mananchaya Sawangkaew - Hikaru Sato	1:2 ✺
ATP Challenger
05.05.26	Mananchaya Sawangkaew - Heather Watson	0:2 ✺
ITF Tournaments
02.05.26	Emerson Jones - Mananchaya Sawangkaew	0:2 ✺
01.05.26	Mananchaya Sawangkaew - Hayu Kinoshita	2:0 ✺
Form Coefficient (based on results and difficulties of last matches) - 6.7 WLLWW
- Aoi Ito
ATP Challenger
30.05.26	Amelia Rajecki - Aoi Ito	0:2 ✺
WTA Roland Garros
20.05.26	Lulu Sun - Aoi Ito	2:0 ✺
19.05.26	Jeline Vandromme - Aoi Ito	0:2 ✺
ATP Challenger
05.05.26	Aoi Ito - Lizette Cabrera	1:2 ✺
ITF Tournaments
29.04.26	Aoi Ito - Polina Iatcenko	1:2 ✺
Form Coefficient (based on results and difficulties of last matches) - 14.3 WLWLL

Latest Head to Head

ITF Tournaments
08.05.24	Aoi Ito - Mananchaya Sawangkaew	2:0
11.04.24	Aoi Ito - Mananchaya Sawangkaew	0:2
10.01.24	Aoi Ito - Mananchaya Sawangkaew	1:2

Mananchaya Sawangkaew - Aoi Ito: Predictions, Live Scores & TV Guide