On Yu Choi vs Haram Kim Important H2H Prediction Stats:

Head-to-head: Choi 1 - 0 Kim

• Second serve performance recent form: In recent form (last 6 months), Choi has won 38.13% of points on their second serve, while Kim has won 25%. There is a high correlation between this stat and match prediction accuracy.
• Return game stats recent form: Return stats show Choi, in recent form, has won 60.06% of their opponent's second serve points, while Kim has won 66.67%. The same stats for first serve returns are 41.92% and 35.48% respectively and this has a high correlation to pick who is favored in this H2H matchup.
• Under pressure analysis: Choi has saved 50.76% of breakpoints in recent form, whereas Kim has saved 58.82% which is a useful statistic for in-game betting predictions.
• Performance overview: Over the last year Choi has won 59.52% of matches played (W/L 25/ 17), with Kim winning 46.15% (W/L 6/ 7) that gives us an overall head-to head prediction overview.
• Best surface: Choi has their best career surface win % on Hard, winning 59% (W/L 24/ 17), and worse career win % on I.hard, winning 0% (W/L 0/ 1). Kim has their best career surface win % on Hard, winning 57% (W/L 21/ 16), and worse career win % on Hard, winning 57% (W/L 21/ 16).
• Player level: In the last year, Choi has played most of their matches on the Futures/Satellites/ITF tournaments $10K, winning 53.85% of matches (W/L 14/ 12), where as Kim has played most of their matches on the Futures/Satellites/ITF tournaments $10K, winning 50% of matches (W/L 6/ 6). 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 Choi winning 1 times and Kim being victorious 0 times. They have played 2 sets in total, with Choi winning 2 and Kim winning 0. The last match between Choi and Kim was at the W35 Changwon, 26-05-2024, Q1 round, Hard with On Yu Choi getting the victory 6-3 6-1.
• 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: Choi and Kim have played a deciding set 0 times, with Choi winning 0 times and Kim 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 Choi winning 0, and Kim 0.
• Opponent quality stats: Over the last 12 months, Choi has played against opponents with an average rank of 115.5 while Kim 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, Choi has won 60% of deciding sets over the last 12 months, while Kim has won 33% in all matches played on tour.
• Break point conversion: In recent form, Choi has converted 49.17% of breakpoint opportunities, and Kim has converted 57.14% 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)