Timmy Karpinski vs James Sim Important H2H Prediction Stats:

Head-to-head: Karpinski 1 - 0 Sim

• Second serve performance recent form: In recent form (last 6 months), Karpinski has won 0% of points on their second serve, while Sim has won 50%. There is a high correlation between this stat and match prediction accuracy.
• Return game stats recent form: Return stats show Karpinski, in recent form, has won 0% of their opponent's second serve points, while Sim has won 60.98%. The same stats for first serve returns are 0% and 24.39% respectively and this has a high correlation to pick who is favored in this H2H matchup.
• Under pressure analysis: Karpinski has saved 0% of breakpoints in recent form, whereas Sim has saved 33.33% which is a useful statistic for in-game betting predictions.
• Performance overview: Over the last year Karpinski has won 45% of matches played (W/L 9/ 11), with Sim winning 50% (W/L 1/ 1) that gives us an overall head-to head prediction overview.
• Best surface: Karpinski has their best career surface win % on Hard, winning 39% (W/L 15/ 23), and worse career win % on Clay, winning 20% (W/L 1/ 4). Sim has their best career surface win % on Hard, winning 25% (W/L 1/ 3), and worse career win % on Hard, winning 25% (W/L 1/ 3).
• Player level: In the last year, Karpinski has played most of their matches on the Futures/Satellites/ITF tournaments $10K, winning 45% of matches (W/L 9/ 11), where as Sim has played most of their matches on the Futures/Satellites/ITF tournaments $10K, winning 50% of matches (W/L 1/ 1). 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 Karpinski winning 1 times and Sim being victorious 0 times. They have played 3 sets in total, with Karpinski winning 2 and Sim winning 1. The last match between Karpinski and Sim was at the M15 Wellington, 12-12-2022, Q1 round, Hard with Timmy Karpinski getting the victory 3-6 7-5 10-5.
• 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: Karpinski and Sim have played a deciding set 1 times, with Karpinski winning 1 times and Sim 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 Karpinski winning 0, and Sim 0.
• Opponent quality stats: Over the last 12 months, Karpinski has played against opponents with an average rank of 0 while Sim has played against players with an average rank of 0.
• Deciding set performance vs all players: If you are interested in live predictions and betting, if this match goes into a deciding set, Karpinski has won 67% of deciding sets over the last 12 months, while Sim has won 0% in all matches played on tour.
• Break point conversion: In recent form, Karpinski has converted 0% of breakpoint opportunities, and Sim has converted 40% 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)