Shivani Swarup Ingle vs Arthi Muniyan Important H2H Prediction Stats:

Head-to-head: Ingle 1 - 0 Muniyan

• Second serve performance recent form: In recent form (last 6 months), Ingle has won 0% of points on their second serve, while Muniyan has won 31.25%. There is a high correlation between this stat and match prediction accuracy.
• Return game stats recent form: Return stats show Ingle, in recent form, has won 0% of their opponent's second serve points, while Muniyan has won 22.22%. The same stats for first serve returns are 0% and 25% respectively and this has a high correlation to pick who is favored in this H2H matchup.
• Under pressure analysis: Ingle has saved 0% of breakpoints in recent form, whereas Muniyan has saved 28.57% which is a useful statistic for in-game betting predictions.
• Performance overview: Over the last year Ingle has won 0% of matches played (W/L 0/ 0), with Muniyan winning 33.33% (W/L 3/ 6) that gives us an overall head-to head prediction overview.
• Best surface: Ingle has their best career surface win % on Hard, winning 50% (W/L 2/ 2), and worse career win % on Hard, winning 50% (W/L 2/ 2). Muniyan has their best career surface win % on Grass, winning 40% (W/L 2/ 3), and worse career win % on Clay, winning 29% (W/L 6/ 15).
• Direct H2H matches: They have played 1 times before with Ingle winning 1 times and Muniyan being victorious 0 times. They have played 2 sets in total, with Ingle winning 2 and Muniyan winning 0. The last match between Ingle and Muniyan was at the Pune, 06-11-2017, Q3, Hard with Shivani Swarup Ingle getting the victory 6-1 6-3.
• 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: Ingle and Muniyan have played a deciding set 0 times, with Ingle winning 0 times and Muniyan 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 Ingle winning 0, and Muniyan 0.
• Opponent quality stats: Over the last 12 months, Ingle has played against opponents with an average rank of while Muniyan has played against players with an average rank of 140.89.
• Deciding set performance vs all players: If you are interested in live predictions and betting, if this match goes into a deciding set, Ingle has won 0% of deciding sets over the last 12 months, while Muniyan has won 25% in all matches played on tour.
• Break point conversion: In recent form, Ingle has converted 0% of breakpoint opportunities, and Muniyan 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)