Erica Kanna Hagi vs Ke Ren Important H2H Prediction Stats:

Head-to-head: Hagi 0 - 1 Ren

• Second serve performance recent form: In recent form (last 6 months), Hagi has won 0% of points on their second serve, while Ren has won 40.65%. There is a high correlation between this stat and match prediction accuracy.
• Return game stats recent form: Return stats show Hagi, in recent form, has won 0% of their opponent's second serve points, while Ren has won 64.34%. The same stats for first serve returns are 0% and 36.59% respectively and this has a high correlation to pick who is favored in this H2H matchup.
• Under pressure analysis: Hagi has saved 0% of breakpoints in recent form, whereas Ren has saved 44.9% which is a useful statistic for in-game betting predictions.
• Performance overview: Over the last year Hagi has won 16.67% of matches played (W/L 1/ 5), with Ren winning 34.62% (W/L 9/ 17) that gives us an overall head-to head prediction overview.
• Best surface: Hagi has their best career surface win % on Clay, winning 50% (W/L 1/ 1), and worse career win % on Hard, winning 0% (W/L 0/ 5). Ren has their best career surface win % on Hard, winning 39% (W/L 11/ 17), and worse career win % on Clay, winning 25% (W/L 1/ 3).
• Player level: In the last year, Hagi has played most of their matches on the Futures/Satellites/ITF tournaments $10K, winning 0% of matches (W/L 0/ 3), where as Ren has played most of their matches on the Futures/Satellites/ITF tournaments $10K, winning 46.15% of matches (W/L 6/ 7). 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 Hagi winning 0 times and Ren being victorious 1 times. They have played 2 sets in total, with Hagi winning 0 and Ren winning 2. The last match between Hagi and Ren was at the W15 Tokyo, 27-05-2024, Q1 round, Hard with Ke Ren getting the victory 6-3 6-4.
• 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: Hagi and Ren have played a deciding set 0 times, with Hagi winning 0 times and Ren 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 Hagi winning 0, and Ren 0.
• Opponent quality stats: Over the last 12 months, Hagi has played against opponents with an average rank of 157 while Ren has played against players with an average rank of 84.92.
• Deciding set performance vs all players: If you are interested in live predictions and betting, if this match goes into a deciding set, Hagi has won 100% of deciding sets over the last 12 months, while Ren has won 40% in all matches played on tour.
• Break point conversion: In recent form, Hagi has converted 0% of breakpoint opportunities, and Ren has converted 46.94% 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)