Ryotaro Taguchi vs Aryan Shah Important H2H Prediction Stats:

Head-to-head: Taguchi 1 - 0 Shah

• Second serve performance recent form: In recent form (last 6 months), Taguchi has won 51.42% of points on their second serve, while Shah has won 52.05%. There is a high correlation between this stat and match prediction accuracy.
• Return game stats recent form: Return stats show Taguchi, in recent form, has won 51.43% of their opponent's second serve points, while Shah has won 56.72%. The same stats for first serve returns are 36.58% and 40.42% respectively and this has a high correlation to pick who is favored in this H2H matchup.
• Under pressure analysis: Taguchi has saved 58.47% of breakpoints in recent form, whereas Shah has saved 61.49% which is a useful statistic for in-game betting predictions.
• Performance overview: Over the last year Taguchi has won 69.12% of matches played (W/L 47/ 21), with Shah winning 71.43% (W/L 30/ 12) that gives us an overall head-to head prediction overview.
• Best surface: Taguchi has their best career surface win % on Hard, winning 70% (W/L 66/ 28), and worse career win % on I.hard, winning 0% (W/L 0/ 1). Shah has their best career surface win % on Hard, winning 67% (W/L 35/ 17), and worse career win % on Clay, winning 50% (W/L 2/ 2).
• Player level: In the last year, Taguchi has played most of their matches on the Futures/Satellites/ITF tournaments $10K, winning 69.12% of matches (W/L 47/ 21), where as Shah has played most of their matches on the Futures/Satellites/ITF tournaments $10K, winning 71.43% of matches (W/L 30/ 12). 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 Taguchi winning 1 times and Shah being victorious 0 times. They have played 2 sets in total, with Taguchi winning 2 and Shah winning 0. The last match between Taguchi and Shah was at the M25 Kalaburagi, 01-12-2023, Quarterfinals, Hard with Ryotaro Taguchi getting the victory 6-3 6-2.
• Head to head match duration: In past head to head matches, the average match time between these players has been 1:13:0.
• Deciding set H2H prediction: Taguchi and Shah have played a deciding set 0 times, with Taguchi winning 0 times and Shah 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 Taguchi winning 0, and Shah 0.
• Opponent quality stats: Over the last 12 months, Taguchi has played against opponents with an average rank of 70.4 while Shah has played against players with an average rank of 147.29.
• Deciding set performance vs all players: If you are interested in live predictions and betting, if this match goes into a deciding set, Taguchi has won 53% of deciding sets over the last 12 months, while Shah has won 80% in all matches played on tour.
• Break point conversion: In recent form, Taguchi has converted 51.69% of breakpoint opportunities, and Shah has converted 44.54% 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)