Mana Kawamura vs Shou Na Mu Important H2H Prediction Stats:

Head-to-head: Kawamura 1 - 0 Mu

• Second serve performance recent form: In recent form (last 6 months), Kawamura has won 41.81% of points on their second serve, while Mu has won 0%. There is a high correlation between this stat and match prediction accuracy.
• Return game stats recent form: Return stats show Kawamura, in recent form, has won 56.43% of their opponent's second serve points, while Mu has won 0%. The same stats for first serve returns are 45.02% and 0% respectively and this has a high correlation to pick who is favored in this H2H matchup.
• Under pressure analysis: Kawamura has saved 47.46% of breakpoints in recent form, whereas Mu has saved 0% which is a useful statistic for in-game betting predictions.
• Performance overview: Over the last year Kawamura has won 59.32% of matches played (W/L 35/ 24), with Mu winning 0% (W/L 0/ 0) that gives us an overall head-to head prediction overview.
• Best surface: Kawamura has their best career surface win % on Grass, winning 67% (W/L 2/ 1), and worse career win % on I.hard, winning 50% (W/L 6/ 6). Mu has their best career surface win % on Clay, winning 58% (W/L 46/ 33), and worse career win % on Hard, winning 52% (W/L 28/ 26).
• Player level: In the last year, Kawamura has played most of their matches on the Challengers/ITF tournaments > $10K, winning 60.34% of matches (W/L 35/ 23), where as Mu has played most of their matches on the , winning 0% of matches (W/L / ). 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 Kawamura winning 1 times and Mu being victorious 0 times. They have played 2 sets in total, with Kawamura winning 2 and Mu winning 0. The last match between Kawamura and Mu was at the W15 Anning, 17-09-2019, First, Clay with Mana Kawamura getting the victory 7-6(7) 6-1.
• Head to head match duration: In past head to head matches, the average match time between these players has been 2:12:0.
• Deciding set H2H prediction: Kawamura and Mu have played a deciding set 0 times, with Kawamura winning 0 times and Mu 0 times. Very useful for predicting the outcome if this match goes the distance.
• Head-to-Head extreme pressure situations: They have played 1 tiebreaks against each other with Kawamura winning 1, and Mu 0.
• Opponent quality stats: Over the last 12 months, Kawamura has played against opponents with an average rank of 184.44 while Mu has played against players with an average rank of .
• Deciding set performance vs all players: If you are interested in live predictions and betting, if this match goes into a deciding set, Kawamura has won 36% of deciding sets over the last 12 months, while Mu has won 0% in all matches played on tour.
• Break point conversion: In recent form, Kawamura has converted 52.22% of breakpoint opportunities, and Mu has converted 0% 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)