Match Info

Date: 1 February 2022, Tuesday


	Ramkumar Ramanathan		Stefano Travaglia

	1	2
	2.3	1.61	Watch
	2.4	1.55
	2.35	1.6	Watch
	2.28	1.59
	2.48	1.58
	2.37	1.57	Watch
	2.38	1.62	Watch
Avarage Now (Initially)	2.37 ↓ (2.71)	1.59 ↑ (1.48)

The best margin for this event is 3.6%, offered by

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Current Win Probability

Ramkumar Ramanathan
40.2%

Stefano Travaglia
59.8%

Initial Probability

(when we started the analysis)

35.2%

64.8%

Our Initial ML Estimation

34.9%

65.1%

Analysis of Changes in Winning Probabilities:

Ramkumar Ramanathan has improved its chances compared to the initial analysis. (+5%)

Stefano Travaglia has seen a decrease in its chances compared to the initial analysis. (-5%)

ML Model estimates a lower probability for Ramkumar Ramanathan than the current prediction. (-5.3%)

Note: The ML model's lower estimate suggests that there may be underlying issues with Ramkumar Ramanathan that the model has picked up on.

ML Model estimates a higher probability for Stefano Travaglia than the current prediction. (+5.3%)

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

Who will win by Users?

1	X	2
64%	0%	36%

Ramkumar Ramanathan - Stefano Travaglia Predictions

Users Predictions: 25 users predict this event. Ramanathan will win (votes: 16 - 64%). Travaglia will win (votes: 9 - 36%).
Confidence interval (95%) for Ramanathan: 45.2% – 82.8%.

Expected Score (Market Odds): 0:2

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Preview

Travaglia is in cheap shape now (in the last 5 games wins - 1).

Ramanathan could have advantage in physics - more days for rest in last days.

Travaglia will have a small advantage in this match.

Recently, the players did not play each other.

Form

✺ - easy match; ✺ - difficult match;

- Ramkumar Ramanathan
ATP Australian Open
11.01.22	Ramkumar Ramanathan - Gian Marco Moroni	0:2 ✺
ATP Adelaide
01.01.22	Holger Vitus Nodskov Rune - Ramkumar Ramanathan	2:0 ✺
ATP Challenger
03.12.21	Eduard Esteve Lobato - Ramkumar Ramanathan	2:0 ✺
02.12.21	Oliver Crawford - Ramkumar Ramanathan	0:2 ✺
30.11.21	Louis Wessels - Ramkumar Ramanathan	0:2 ✺
Form Coefficient (based on results and difficulties of last matches) - 4.1 LLLWW
- Stefano Travaglia
ATP Australian Open
17.01.22	Roberto Bautista-Agut - Stefano Travaglia	3:1 ✺
ATP Sydney
10.01.22	Miomir Kecmanovic - Stefano Travaglia	2:0 ✺
09.01.22	Stefano Travaglia - Christopher OConnell	0:2 ✺
08.01.22	Stefano Travaglia - Matthew Christopher Romios	2:0 ✺
ATP Melbourne Summer Set
04.01.22	Alexei Popyrin - Stefano Travaglia	2:0 ✺
Form Coefficient (based on results and difficulties of last matches) - 1 LLLWL

Ramkumar Ramanathan - Stefano Travaglia: Predictions, Live Scores & TV Guide