Patrick Harper vs Joshua Ryan Important H2H Prediction Stats:

Head-to-head: Harper 1 - 0 Ryan

• Second serve performance recent form: In recent form (last 6 months), Harper has won 0% of points on their second serve, while Ryan has won 0%. There is a high correlation between this stat and match prediction accuracy.
• Return game stats recent form: Return stats show Harper, in recent form, has won 0% of their opponent's second serve points, while Ryan 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: Harper has saved 0% of breakpoints in recent form, whereas Ryan has saved 0% which is a useful statistic for in-game betting predictions.
• Performance overview: Over the last year Harper has won 0% of matches played (W/L 0/ 0), with Ryan winning 50% (W/L 1/ 1) that gives us an overall head-to head prediction overview.
• Best surface: Harper has their best career surface win % on Grass, winning 67% (W/L 4/ 2), and worse career win % on I.hard, winning 25% (W/L 1/ 3). Ryan has their best career surface win % on Grass, winning 60% (W/L 3/ 2), and worse career win % on Clay, winning 30% (W/L 3/ 7).
• Direct H2H matches: They have played 1 times before with Harper winning 1 times and Ryan being victorious 0 times. They have played 3 sets in total, with Harper winning 2 and Ryan winning 1. The last match between Harper and Ryan was at the M15 Caloundra, 18-07-2022, Q3, Hard with Patrick Harper getting the victory 2-6 7-6(1) 10-5.
• 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: Harper and Ryan have played a deciding set 1 times, with Harper winning 1 times and Ryan 0 times. Very useful for predicting the outcome if this match goes the distance.
• Head-to-Head extreme pressure situations: They have played 1 tiebreaks against each other with Harper winning 1, and Ryan 0.
• Opponent quality stats: Over the last 12 months, Harper has played against opponents with an average rank of while Ryan has played against players with an average rank of 0.
• Deciding set performance vs all players: If you are interested in live predictions and betting, if this match goes into a deciding set, Harper has won 0% of deciding sets over the last 12 months, while Ryan has won 100% in all matches played on tour.
• Break point conversion: In recent form, Harper has converted 0% of breakpoint opportunities, and Ryan 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)