Match Info

Date: 27 July 2021, Tuesday


	Tung-Lin Wu		Ramkumar Ramanathan

	1	2
	2.5	1.5	Watch
	2.3	1.55
	2.35	1.57	Watch
	2.36	1.5
	2.49	1.55
	2.25	1.57	Watch
	2.46	1.52	Watch
Avarage Now (Initially)	2.39 ↓ (3.4)	1.54 ↑ (1.3)

The best margin for this event is 4.7%, offered by

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Current Win Probability

Tung-Lin Wu
39.2%

Ramkumar Ramanathan
60.8%

Initial Probability

(when we started the analysis)

27.7%

72.3%

Our Initial ML Estimation

28.4%

71.6%

Analysis of Changes in Winning Probabilities:

Tung-Lin Wu has improved its chances compared to the initial analysis. (+11.5%)

Note: This is a significant improvement in prediction, suggesting increased confidence in Tung-Lin Wu's performance.

Ramkumar Ramanathan has seen a decrease in its chances compared to the initial analysis. (-11.5%)

Note: This is a significant drop in prediction, and Ramkumar Ramanathan might be facing challenges that affect their performance.

ML Model estimates a lower probability for Tung-Lin Wu than the current prediction. (-10.8%)

Note: The ML model's lower estimate suggests that there may be underlying issues with Tung-Lin Wu that the model has picked up on.

ML Model estimates a higher probability for Ramkumar Ramanathan than the current prediction. (+10.8%)

Note: The ML model's higher estimate suggests that Ramkumar Ramanathan could outperform expectations, possibly based on recent matchups or player stats.

Who will win by Users?

1	X	2
28.6%	0%	71.4%

Tung Lin Wu - Ramkumar Ramanathan Predictions

Users Predictions: 14 users predict this event. Wu will win (votes: 4 - 28.6%). Ramanathan will win (votes: 10 - 71.4%).
Confidence interval (95%) for Ramanathan: 47.7% – 95.1%.

Expected Score (Market Odds): 0:2

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Preview

Two players has got a chain of failures in the last matches.

Wu could have problems with physics compare with it opponent - last days they played more matches than their opponents.

Wu will have a small advantage in this match.

Last 2 head-to-head matches Ramanathan won 2 matches, drawn 0 matches, lost 0 matches and goals 4-0.

Form

✺ - easy match; ✺ - difficult match;

- Tung-Lin Wu
ATP Challenger
20.07.21	Tung-Lin Wu - Oleksii Krutykh	0:2 ✺
15.07.21	Max Purcell - Tung-Lin Wu	2:1 ✺
13.07.21	Oleksii Krutykh - Tung-Lin Wu	0:2 ✺
ITF Tournaments
06.07.21	Tung-Lin Wu - Yu Hsiou Hsu	1:2 ✺
ATP Challenger
22.06.21	Tung-Lin Wu - Holger Vitus Nodskov Rune	0:2 ✺
Form Coefficient (based on results and difficulties of last matches) - 2.5 LLWLL
- Ramkumar Ramanathan
ATP Challenger
25.07.21	Mitchell Krueger - Ramkumar Ramanathan	2:0 ✺
24.07.21	Stefan Kozlov - Ramkumar Ramanathan	1:2 ✺
23.07.21	Ramkumar Ramanathan - Prajnesh Gunneswaran	2:1 ✺
22.07.21	Ramkumar Ramanathan - Alexis Galarneau	2:1 ✺
20.07.21	Ramkumar Ramanathan - Aleksandar Kovacevic	2:1 ✺
Form Coefficient (based on results and difficulties of last matches) - 11.2 LWWWW

Latest Head to Head

ATP Australian Open
12.01.21	Ramkumar Ramanathan - Tung-Lin Wu	0:2
ATP Challenger
30.10.19	Tung-Lin Wu - Ramkumar Ramanathan	2:0

Tung-Lin Wu - Ramkumar Ramanathan: Predictions, Live Scores & TV Guide