Match Info

ITF MEN - SINGLES: M15 LAKEWOOD, CA 2 (USA), HARD - 1/8-FINALS

Date: 13 July 2023, Thursday 🏁 Finished

Location: LAKEWOOD 🌤️ ... 🔵 Hard


	Keshav Chopra		Ryan Seggerman

#Advertisement. For Live Stream GEO restrictions apply. Funded account required. GamblingTherapy.org. 18+

Keshav Chopra
34.9%

Ryan Seggerman
65.1%

Initial Probability (when we started the analysis)

34.8%

65.2%

Our Initial ML Estimation

32.3%

67.7%

Analysis of Changes in Winning Probabilities:

Keshav Chopra has improved its chances compared to the initial analysis. (+0.1%)

Ryan Seggerman has seen a decrease in its chances compared to the initial analysis. (-0.1%)

ML Model estimates a lower probability for Keshav Chopra than the current prediction. (-2.6%)

ML Model estimates a higher probability for Ryan Seggerman than the current prediction. (+2.6%)

#ad

The game of competitors is shaky now.

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

Seggerman will have a mini benefit in this match.

Recently, the players did not play each other.

✺ - easy match; ✺ - difficult match;

- Keshav Chopra
ITF Tournaments
12.07.23	Emon van Loben Sels - Keshav Chopra	0:2 ✺
28.06.23	Marcus McDaniel - Keshav Chopra	2:0 ✺
21.06.23	Justin Boulais - Keshav Chopra	2:0 ✺
25.05.23	Blaise Bicknell - Keshav Chopra	2:0 ✺
24.05.23	Davis Taylor - Keshav Chopra	0:2 ✺
Form Coefficient (based on results and difficulties of last matches) - 2.4 WLLLW
- Ryan Seggerman
ITF Tournaments
12.07.23	Ryan Seggerman - Jack Anthrop	2:0 ✺
05.07.23	Azuma Visaya - Ryan Seggerman	2:1 ✺
24.06.23	Quinn Vandecasteele - Ryan Seggerman	2:0 ✺
23.06.23	Ryan Seggerman - Kareem Al Allaf	2:0 ✺
22.06.23	Ryan Seggerman - Cash Hanzlik	2:0 ✺
Form Coefficient (based on results and difficulties of last matches) - 7.9 WLLWW

✺ - easy match; ✺ - difficult match;

Keshav Chopra - Ryan Seggerman