Nagi Hanatani vs Shan-Ying Barr Important H2H Prediction Stats:

Head-to-head: Hanatani 1 - 0 Barr

• Second serve performance recent form: In recent form (last 6 months), Hanatani has won 41.94% of points on their second serve, while Barr has won 0%. There is a high correlation between this stat and match prediction accuracy.
• Return game stats recent form: Return stats show Hanatani, in recent form, has won 57.52% of their opponent's second serve points, while Barr has won 0%. The same stats for first serve returns are 42.5% and 0% respectively and this has a high correlation to pick who is favored in this H2H matchup.
• Under pressure analysis: Hanatani has saved 52.49% of breakpoints in recent form, whereas Barr has saved 0% which is a useful statistic for in-game betting predictions.
• Performance overview: Over the last year Hanatani has won 39.29% of matches played (W/L 22/ 34), with Barr winning 0% (W/L 0/ 0) that gives us an overall head-to head prediction overview.
• Best surface: Hanatani has their best career surface win % on Clay, winning 46% (W/L 50/ 59), and worse career win % on I.hard, winning 38% (W/L 11/ 18). Barr has their best career surface win % on Hard, winning 25% (W/L 2/ 6), and worse career win % on Hard, winning 25% (W/L 2/ 6).
• Player level: In the last year, Hanatani has played most of their matches on the Challengers/ITF tournaments > $10K, winning 37.5% of matches (W/L 15/ 25), where as Barr has played most of their matches on the , winning 0% of matches (W/L / ). 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 Hanatani winning 1 times and Barr being victorious 0 times. They have played 2 sets in total, with Hanatani winning 2 and Barr winning 0. The last match between Hanatani and Barr was at the Toowoomba, 13-10-2014, Q1 round, Hard with Nagi Hanatani getting the victory 6-1 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: Hanatani and Barr have played a deciding set 0 times, with Hanatani winning 0 times and Barr 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 Hanatani winning 0, and Barr 0.
• Opponent quality stats: Over the last 12 months, Hanatani has played against opponents with an average rank of 195.29 while Barr has played against players with an average rank of .
• Deciding set performance vs all players: If you are interested in live predictions and betting, if this match goes into a deciding set, Hanatani has won 44% of deciding sets over the last 12 months, while Barr has won 0% in all matches played on tour.
• Break point conversion: In recent form, Hanatani has converted 49.57% of breakpoint opportunities, and Barr 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)