Yanni Liu vs Yashaswini Panwar Important H2H Prediction Stats:

Head-to-head: Liu 1 - 0 Panwar

• Second serve performance recent form: In recent form (last 6 months), Liu has won 38.55% of points on their second serve, while Panwar has won 43.75%. There is a high correlation between this stat and match prediction accuracy.
• Return game stats recent form: Return stats show Liu, in recent form, has won 55.97% of their opponent's second serve points, while Panwar has won 61.43%. The same stats for first serve returns are 39.66% and 34.81% respectively and this has a high correlation to pick who is favored in this H2H matchup.
• Under pressure analysis: Liu has saved 43.07% of breakpoints in recent form, whereas Panwar has saved 57.14% which is a useful statistic for in-game betting predictions.
• Performance overview: Over the last year Liu has won 36.67% of matches played (W/L 11/ 19), with Panwar winning 42.86% (W/L 9/ 12) that gives us an overall head-to head prediction overview.
• Best surface: Liu has their best career surface win % on Hard, winning 43% (W/L 78/ 104), and worse career win % on I.hard, winning 0% (W/L 0/ 1). Panwar has their best career surface win % on Clay, winning 57% (W/L 4/ 3), and worse career win % on I.hard, winning 0% (W/L 0/ 1).
• Player level: In the last year, Liu has played most of their matches on the Futures/Satellites/ITF tournaments $10K, winning 36.84% of matches (W/L 7/ 12), where as Panwar has played most of their matches on the Futures/Satellites/ITF tournaments $10K, winning 41.67% of matches (W/L 5/ 7). When comparing stats between players to predict the favorite, it is of course all relative to the event level they have been playing at.
• Direct H2H matches: They have played 1 times before with Liu winning 1 times and Panwar being victorious 0 times. They have played 2 sets in total, with Liu winning 2 and Panwar winning 0. The last match between Liu and Panwar was at the W15 Tokyo, 27-05-2024, Q1 round, Hard with Yanni Liu getting the victory 6-2 6-4.
• Head to head match duration: In past head to head matches, the average match time between these players has been 0:0:0.
• Deciding set H2H prediction: Liu and Panwar have played a deciding set 0 times, with Liu winning 0 times and Panwar 0 times. Very useful for predicting the outcome if this match goes the distance.
• Head-to-Head extreme pressure situations: They have played 0 tiebreaks against each other with Liu winning 0, and Panwar 0.
• Opponent quality stats: Over the last 12 months, Liu has played against opponents with an average rank of 102.97 while Panwar has played against players with an average rank of 26.71.
• Deciding set performance vs all players: If you are interested in live predictions and betting, if this match goes into a deciding set, Liu has won 45% of deciding sets over the last 12 months, while Panwar has won 60% in all matches played on tour.
• Break point conversion: In recent form, Liu has converted 50% of breakpoint opportunities, and Panwar has converted 52.38% of their chances to break their opponents serve. A telling stat for in-game live betting tips when either player has a breakpoint opportunity.
• If you are interested in models that predict tennis matches, this article is a good start (Warning: Stats geeks only)