Noritaka Koizumi vs Rocco Mariani Important H2H Prediction Stats:

Head-to-head: Koizumi 0 - 0 Mariani

• Second serve performance recent form: In recent form (last 6 months), Koizumi has won 0% of points on their second serve, while Mariani has won 0%. There is a high correlation between this stat and match prediction accuracy.
• Return game stats recent form: Return stats show Koizumi, in recent form, has won 0% of their opponent's second serve points, while Mariani has won 0%. The same stats for first serve returns are 0% and 0% respectively and this has a high correlation to pick who is favored in this H2H matchup.
• Under pressure analysis: Koizumi has saved 0% of breakpoints in recent form, whereas Mariani has saved 0% which is a useful statistic for in-game betting predictions.
• Performance overview: Over the last year Koizumi has won 28.57% of matches played (W/L 2/ 5), with Mariani winning 18.75% (W/L 3/ 13) that gives us an overall head-to head prediction overview.
• Best surface: Koizumi has their best career surface win % on Clay, winning 33% (W/L 1/ 2), and worse career win % on Hard, winning 25% (W/L 1/ 3). Mariani has their best career surface win % on Clay, winning 22% (W/L 6/ 21), and worse career win % on I.hard, winning 0% (W/L 0/ 1).
• Player level: In the last year, Koizumi has played most of their matches on the Futures/Satellites/ITF tournaments $10K, winning 28.57% of matches (W/L 2/ 5), where as Mariani has played most of their matches on the Futures/Satellites/ITF tournaments $10K, winning 18.75% of matches (W/L 3/ 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.
• Opponent quality stats: Over the last 12 months, Koizumi has played against opponents with an average rank of 88.86 while Mariani has played against players with an average rank of 46.75.
• Deciding set performance vs all players: If you are interested in live predictions and betting, if this match goes into a deciding set, Koizumi has won 33% of deciding sets over the last 12 months, while Mariani has won 40% in all matches played on tour.
• Break point conversion: In recent form, Koizumi has converted 0% of breakpoint opportunities, and Mariani 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)