Martyna Zaremba vs Hao Liang Important H2H Prediction Stats:

Head-to-head: Zaremba 1 - 0 Liang

• Second serve performance recent form: In recent form (last 6 months), Zaremba has won 36% of points on their second serve, while Liang has won 31.18%. There is a high correlation between this stat and match prediction accuracy.
• Return game stats recent form: Return stats show Zaremba, in recent form, has won 46.15% of their opponent's second serve points, while Liang has won 43.37%. The same stats for first serve returns are 35.29% and 27.34% respectively and this has a high correlation to pick who is favored in this H2H matchup.
• Under pressure analysis: Zaremba has saved 50% of breakpoints in recent form, whereas Liang has saved 41.3% which is a useful statistic for in-game betting predictions.
• Performance overview: Over the last year Zaremba has won 34.78% of matches played (W/L 8/ 15), with Liang winning 29.17% (W/L 7/ 17) that gives us an overall head-to head prediction overview.
• Best surface: Zaremba has their best career surface win % on Clay, winning 32% (W/L 6/ 13), and worse career win % on Hard, winning 30% (W/L 9/ 21). Liang has their best career surface win % on Clay, winning 43% (W/L 3/ 4), and worse career win % on Hard, winning 29% (W/L 8/ 20).
• Player level: In the last year, Zaremba has played most of their matches on the Futures/Satellites/ITF tournaments $10K, winning 34.78% of matches (W/L 8/ 15), where as Liang has played most of their matches on the Futures/Satellites/ITF tournaments $10K, winning 33.33% of matches (W/L 6/ 12). 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 Zaremba winning 1 times and Liang being victorious 0 times. They have played 3 sets in total, with Zaremba winning 2 and Liang winning 1. The last match between Zaremba and Liang was at the W15 Monastir, 03-03-2024, Q1 round, Hard with Martyna Zaremba getting the victory 2-6 7-5 10-6.
• 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: Zaremba and Liang have played a deciding set 1 times, with Zaremba winning 1 times and Liang 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 Zaremba winning 0, and Liang 0.
• Opponent quality stats: Over the last 12 months, Zaremba has played against opponents with an average rank of 0 while Liang has played against players with an average rank of 81.46.
• Deciding set performance vs all players: If you are interested in live predictions and betting, if this match goes into a deciding set, Zaremba has won 67% of deciding sets over the last 12 months, while Liang has won 33% in all matches played on tour.
• Break point conversion: In recent form, Zaremba has converted 50% of breakpoint opportunities, and Liang has converted 31.58% 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)