Ayumi Koshiishi vs Olivia Gram Important H2H Prediction Stats:

• Second serve performance recent form: In recent form (last 6 months), Koshiishi has won 43.33% of points on his second serve, while Gram has won 38.66%. There is a high correlation between this stat and match prediction accuracy.
• Return game stats recent form: Return stats show Koshiishi, in recent form, has won 52.98% of his opponent's second serve points, while Gram has won 57.71%. The same stats for first serve returns are 40.5% and 37.31% respectively and this has a high correlation to pick who is favored in this H2H matchup.
• Under pressure analysis: Koshiishi has saved 53.85% of breakpoints in recent form, whereas Gram has saved 49.46% which is a useful statistic for in-game betting predictions.
• Performance overview: Over the last year Koshiishi has won 61.29% of matches played (W/L 38/ 24), with Gram winning 34.21% (W/L 13/ 25) that gives us an overall head-to head prediction overview.
• Best surface: Koshiishi has their best career surface win % on Hard, winning 65% (W/L 161/ 85), and worse career win % on I.hard, winning 50% (W/L 13/ 13). Gram has their best career surface win % on Hard, winning 35% (W/L 36/ 66), and worse career win % on I.hard, winning 0% (W/L 0/ 6).
• Player level: In the last year, Koshiishi has played most of their matches on the Challengers/ITF tournaments > $10K, winning 38.24% of matches (W/L 13/ 21), where as Gram has played most of their matches on the Futures/Satellites/ITF tournaments $10K, winning 40.91% of matches (W/L 9/ 13). 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 Koshiishi winning 1 times. They have played 2 sets in total, with Koshiishi winning 2 and Gram winning 0. The last match between Koshiishi and Gram was at the W15 Monastir, 04-05-2021, Q3, Hard with Ayumi Koshiishi getting the victory .
• 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: Koshiishi and Gram have played a deciding set 0 times, with Koshiishi winning 0 times and Gram 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 Koshiishi winning 0, and Gram 0.
• Opponent quality stats: Over the last 12 months, Koshiishi has played against opponents with an average rank of 135.19 while Gram has played against players with an average rank of 133.
• Deciding set performance vs all players: If you are interested in live predictions and betting, if this match goes into a deciding set, Koshiishi has won 50% of deciding sets over the last 12 months, while Gram has won 50% in all matches played on tour.
• Break point conversion: In recent form, Koshiishi has converted 49.16% of breakpoint opportunities, and Gram has converted 52.94% of their chances to break their opponents serve. A telling stat for in-game live betting tips when either player has a breakpoint opportunity.