Despina Papamichail vs Sanaz Marand Important H2H Prediction Stats:

Head-to-head: Papamichail 1 - 0 Marand

• Second serve performance recent form: In recent form (last 6 months), Papamichail has won 47.22% of points on their second serve, while Marand has won 0%. There is a high correlation between this stat and match prediction accuracy.
• Return game stats recent form: Return stats show Papamichail, in recent form, has won 56.26% of their opponent's second serve points, while Marand has won 0%. The same stats for first serve returns are 40.38% and 0% respectively and this has a high correlation to pick who is favored in this H2H matchup.
• Under pressure analysis: Papamichail has saved 52.81% of breakpoints in recent form, whereas Marand has saved 0% which is a useful statistic for in-game betting predictions.
• Performance overview: Over the last year Papamichail has won 46.97% of matches played (W/L 31/ 35), with Marand winning 0% (W/L 0/ 0) that gives us an overall head-to head prediction overview.
• Best surface: Papamichail has their best career surface win % on Hard, winning 60% (W/L 198/ 132), and worse career win % on I.hard, winning 28% (W/L 11/ 28). Marand has their best career surface win % on Grass, winning 67% (W/L 6/ 3), and worse career win % on I.hard, winning 43% (W/L 6/ 8).
• Player level: In the last year, Papamichail has played most of their matches on the Challengers/ITF tournaments > $10K, winning 48.84% of matches (W/L 21/ 22), where as Marand 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 Papamichail winning 1 times and Marand being victorious 0 times. They have played 3 sets in total, with Papamichail winning 2 and Marand winning 1. The last match between Papamichail and Marand was at the Rock Hill, 06-10-2014, Quarterfinals, Hard with Despina Papamichail getting the victory 1-6 7-5 6-4.
• 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: Papamichail and Marand have played a deciding set 1 times, with Papamichail winning 1 times and Marand 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 Papamichail winning 0, and Marand 0.
• Opponent quality stats: Over the last 12 months, Papamichail has played against opponents with an average rank of 281.23 while Marand 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, Papamichail has won 47% of deciding sets over the last 12 months, while Marand has won 0% in all matches played on tour.
• Break point conversion: In recent form, Papamichail has converted 49.13% of breakpoint opportunities, and Marand 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)