Anri Nagata vs Ayano Sonoda Important H2H Prediction Stats:

Head-to-head: Nagata 1 - 0 Sonoda

• Second serve performance recent form: In recent form (last 6 months), Nagata has won 41.29% of points on their second serve, while Sonoda has won 0%. There is a high correlation between this stat and match prediction accuracy.
• Return game stats recent form: Return stats show Nagata, in recent form, has won 61.3% of their opponent's second serve points, while Sonoda has won 0%. The same stats for first serve returns are 42.3% and 0% respectively and this has a high correlation to pick who is favored in this H2H matchup.
• Under pressure analysis: Nagata has saved 44% of breakpoints in recent form, whereas Sonoda has saved 0% which is a useful statistic for in-game betting predictions.
• Performance overview: Over the last year Nagata has won 51.92% of matches played (W/L 27/ 25), with Sonoda winning 0% (W/L 0/ 0) that gives us an overall head-to head prediction overview.
• Best surface: Nagata has their best career surface win % on Hard, winning 56% (W/L 64/ 50), and worse career win % on I.hard, winning 50% (W/L 3/ 3). Sonoda has their best career surface win % on Grass, winning 0% (W/L 0/ 5), and worse career win % on Hard, winning 0% (W/L 0/ 12).
• Player level: In the last year, Nagata has played most of their matches on the Futures/Satellites/ITF tournaments $10K, winning 56.41% of matches (W/L 22/ 17), where as Sonoda 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 Nagata winning 1 times and Sonoda being victorious 0 times. They have played 2 sets in total, with Nagata winning 2 and Sonoda winning 0. The last match between Nagata and Sonoda was at the Kyoto, 02-09-2018, Q1 round, I.hard with Anri Nagata getting the victory 6-1 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: Nagata and Sonoda have played a deciding set 0 times, with Nagata winning 0 times and Sonoda 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 Nagata winning 0, and Sonoda 0.
• Opponent quality stats: Over the last 12 months, Nagata has played against opponents with an average rank of 148.65 while Sonoda 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, Nagata has won 42% of deciding sets over the last 12 months, while Sonoda has won 0% in all matches played on tour.
• Break point conversion: In recent form, Nagata has converted 51.15% of breakpoint opportunities, and Sonoda 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)