Abhinav Sanjeev Shanmugam vs Adria Alvarez Important H2H Prediction Stats:

Head-to-head: Shanmugam 1 - 0 Alvarez

• Second serve performance recent form: In recent form (last 6 months), Shanmugam has won 55.98% of points on their second serve, while Alvarez has won 0%. There is a high correlation between this stat and match prediction accuracy.
• Return game stats recent form: Return stats show Shanmugam, in recent form, has won 46.05% of their opponent's second serve points, while Alvarez has won 0%. The same stats for first serve returns are 32.24% and 0% respectively and this has a high correlation to pick who is favored in this H2H matchup.
• Under pressure analysis: Shanmugam has saved 54.39% of breakpoints in recent form, whereas Alvarez has saved 0% which is a useful statistic for in-game betting predictions.
• Performance overview: Over the last year Shanmugam has won 53.57% of matches played (W/L 15/ 13), with Alvarez winning 0% (W/L 0/ 0) that gives us an overall head-to head prediction overview.
• Best surface: Shanmugam has their best career surface win % on Clay, winning 58% (W/L 35/ 25), and worse career win % on Hard, winning 48% (W/L 98/ 107). Alvarez has their best career surface win % on Hard, winning 38% (W/L 6/ 10), and worse career win % on Clay, winning 24% (W/L 19/ 59).
• Player level: In the last year, Shanmugam has played most of their matches on the Futures/Satellites/ITF tournaments $10K, winning 55.56% of matches (W/L 15/ 12), where as Alvarez 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 Shanmugam winning 1 times and Alvarez being victorious 0 times. They have played 2 sets in total, with Shanmugam winning 2 and Alvarez winning 0. The last match between Shanmugam and Alvarez was at the Spain F22 (Denia), 17-07-2017, Q2 round, Clay with Abhinav Sanjeev Shanmugam getting the victory 6-2 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: Shanmugam and Alvarez have played a deciding set 0 times, with Shanmugam winning 0 times and Alvarez 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 Shanmugam winning 0, and Alvarez 0.
• Opponent quality stats: Over the last 12 months, Shanmugam has played against opponents with an average rank of 80.43 while Alvarez 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, Shanmugam has won 40% of deciding sets over the last 12 months, while Alvarez has won 0% in all matches played on tour.
• Break point conversion: In recent form, Shanmugam has converted 39.66% of breakpoint opportunities, and Alvarez 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)