Ki Lung Ng vs Alberto Lim Important H2H Prediction Stats:

Head-to-head: Ng 0 - 1 Lim

• Second serve performance recent form: In recent form (last 6 months), Ng has won 42.55% of points on their second serve, while Lim has won 53.6%. There is a high correlation between this stat and match prediction accuracy.
• Return game stats recent form: Return stats show Ng, in recent form, has won 48.28% of their opponent's second serve points, while Lim has won 53.79%. The same stats for first serve returns are 33.68% and 36.82% respectively and this has a high correlation to pick who is favored in this H2H matchup.
• Under pressure analysis: Ng has saved 51.85% of breakpoints in recent form, whereas Lim has saved 71.43% which is a useful statistic for in-game betting predictions.
• Performance overview: Over the last year Ng has won 50% of matches played (W/L 19/ 19), with Lim winning 66.67% (W/L 14/ 7) that gives us an overall head-to head prediction overview.
• Best surface: Ng has their best career surface win % on Hard, winning 43% (W/L 31/ 41), and worse career win % on Clay, winning 33% (W/L 2/ 4). Lim has their best career surface win % on Hard, winning 61% (W/L 44/ 28), and worse career win % on Clay, winning 42% (W/L 5/ 7).
• Player level: In the last year, Ng has played most of their matches on the Futures/Satellites/ITF tournaments $10K, winning 48.65% of matches (W/L 18/ 19), where as Lim has played most of their matches on the Futures/Satellites/ITF tournaments $10K, winning 66.67% of matches (W/L 14/ 7). 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 Ng winning 0 times and Lim being victorious 1 times. They have played 2 sets in total, with Ng winning 0 and Lim winning 2. The last match between Ng and Lim was at the M15 Tianjin, 02-07-2024, Q3, Hard with Alberto Lim getting the victory 6-3 6-3.
• Head to head match duration: In past head to head matches, the average match time between these players has been 2:1:0.
• Deciding set H2H prediction: Ng and Lim have played a deciding set 0 times, with Ng winning 0 times and Lim 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 Ng winning 0, and Lim 0.
• Opponent quality stats: Over the last 12 months, Ng has played against opponents with an average rank of 59.47 while Lim has played against players with an average rank of 47.24.
• Deciding set performance vs all players: If you are interested in live predictions and betting, if this match goes into a deciding set, Ng has won 50% of deciding sets over the last 12 months, while Lim has won 33% in all matches played on tour.
• Break point conversion: In recent form, Ng has converted 48.84% of breakpoint opportunities, and Lim has converted 43.18% 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)