Natalia Pietras vs Natalia Kowalczyk Important H2H Prediction Stats:

Head-to-head: Pietras 0 - 1 Kowalczyk

• Second serve performance recent form: In recent form (last 6 months), Pietras has won 47.37% of points on their second serve, while Kowalczyk has won 38.18%. There is a high correlation between this stat and match prediction accuracy.
• Return game stats recent form: Return stats show Pietras, in recent form, has won 56% of their opponent's second serve points, while Kowalczyk has won 47.88%. The same stats for first serve returns are 33.33% and 31.88% respectively and this has a high correlation to pick who is favored in this H2H matchup.
• Under pressure analysis: Pietras has saved 46.15% of breakpoints in recent form, whereas Kowalczyk has saved 45.3% which is a useful statistic for in-game betting predictions.
• Performance overview: Over the last year Pietras has won 30% of matches played (W/L 6/ 14), with Kowalczyk winning 23.53% (W/L 4/ 13) that gives us an overall head-to head prediction overview.
• Best surface: Pietras has their best career surface win % on Clay, winning 16% (W/L 9/ 46), and worse career win % on Hard, winning 0% (W/L 0/ 1). Kowalczyk has their best career surface win % on Clay, winning 32% (W/L 10/ 21), and worse career win % on Hard, winning 8% (W/L 1/ 12).
• Player level: In the last year, Pietras has played most of their matches on the Futures/Satellites/ITF tournaments $10K, winning 35.29% of matches (W/L 6/ 11), where as Kowalczyk has played most of their matches on the Challengers/ITF tournaments > $10K, winning 26.67% of matches (W/L 4/ 11). 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 Pietras winning 0 times and Kowalczyk being victorious 1 times. They have played 3 sets in total, with Pietras winning 1 and Kowalczyk winning 2. The last match between Pietras and Kowalczyk was at the W35 Bydgoszcz, 12-08-2024, Q2 round, Clay with Natalia Kowalczyk getting the victory 6-1 2-6 10-8.
• 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: Pietras and Kowalczyk have played a deciding set 1 times, with Pietras winning 0 times and Kowalczyk 1 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 Pietras winning 0, and Kowalczyk 0.
• Opponent quality stats: Over the last 12 months, Pietras has played against opponents with an average rank of 79.7 while Kowalczyk has played against players with an average rank of 241.94.
• Deciding set performance vs all players: If you are interested in live predictions and betting, if this match goes into a deciding set, Pietras has won 50% of deciding sets over the last 12 months, while Kowalczyk has won 67% in all matches played on tour.
• Break point conversion: In recent form, Pietras has converted 41.18% of breakpoint opportunities, and Kowalczyk has converted 47.69% 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)