Kaia Kanepi vs Karolina Muchova Important H2H Prediction Stats:

Head-to-head: Kanepi 1 - 0 Muchova

• Second serve performance recent form: In recent form (last 6 months), Kanepi has won 28.81% of points on their second serve, while Muchova has won 0%. There is a high correlation between this stat and match prediction accuracy.
• Return game stats recent form: Return stats show Kanepi, in recent form, has won 50% of their opponent's second serve points, while Muchova has won 0%. The same stats for first serve returns are 36.54% and 0% respectively and this has a high correlation to pick who is favored in this H2H matchup.
• Under pressure analysis: Kanepi has saved 37.93% of breakpoints in recent form, whereas Muchova has saved 0% which is a useful statistic for in-game betting predictions.
• Performance overview: Over the last year Kanepi has won 50% of matches played (W/L 11/ 11), with Muchova winning 72.22% (W/L 13/ 5) that gives us an overall head-to head prediction overview.
• Best surface: Kanepi has their best career surface win % on I.hard, winning 70% (W/L 102/ 44), and worse career win % on Grass, winning 49% (W/L 26/ 27). Muchova has their best career surface win % on Hard, winning 69% (W/L 106/ 47), and worse career win % on Grass, winning 59% (W/L 17/ 12).
• Player level: In the last year, Kanepi has played most of their matches on the Challengers/ITF tournaments > $10K, winning 61.54% of matches (W/L 8/ 5), where as Muchova has played most of their matches on the Masters series, winning 77.78% of matches (W/L 7/ 2). 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 Kanepi winning 1 times and Muchova being victorious 0 times. They have played 3 sets in total, with Kanepi winning 2 and Muchova winning 1. The last match between Kanepi and Muchova was at the Tallinn Open - Tallinn, 30-09-2022, Quarterfinals, I.hard with Kaia Kanepi getting the victory 6-2 3-6 7-6(6).
• Head to head match duration: In past head to head matches, the average match time between these players has been 2:21:51.
• Deciding set H2H prediction: Kanepi and Muchova have played a deciding set 1 times, with Kanepi winning 1 times and Muchova 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 Kanepi winning 1, and Muchova 0.
• Opponent quality stats: Over the last 12 months, Kanepi has played against opponents with an average rank of 162.27 while Muchova has played against players with an average rank of 81.28.
• Deciding set performance vs all players: If you are interested in live predictions and betting, if this match goes into a deciding set, Kanepi has won 33% of deciding sets over the last 12 months, while Muchova has won 67% in all matches played on tour.
• Break point conversion: In recent form, Kanepi has converted 46.67% of breakpoint opportunities, and Muchova 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)