Taylor unsurprisingly tops the list with a 114.99 average in his First Round victory over Barrie Bates back in 2010, a tournament in which he defeated Raymond van Barneveld in the final.
Showing his absolute sheer dominance in the tournament, he has a further 23 efforts in the standings with his next highest being in 1997 in the first round where hit 113.43.
For Lewis, it is 110.51 in the first round back in 2014 which is the sixth best on the list. While Anderson and Wright have 106.06 and 108.13 respectively as their highest efforts.
Can anyone add themselves to the list and even beat Taylor's highest mark over the next week in Milton Keynes?
114.99
Phil Taylor (First Round, 2010)
113.43 Phil Taylor (First Round, 1997)
112.17 Phil Taylor (Quarter-Finals, 2002)
111.23 Phil Taylor (Final, 2013)
110.93 Michael van Gerwen (Last 16, 2015)
110.51 Adrian Lewis (First Round, 2014)
109.70 Phil Taylor (Last 16, 2008)
109.47 Phil Taylor (Final, 2008)
109.47 Phil Taylor (Last 16, 2009)
109.42 Phil Taylor (First Round, 2004)
109.42 Phil Taylor (Quarter-Finals, 2009)
108.39 Phil Taylor (Quarter-Finals, 2011)
108.13 Peter Wright (First Round, 2015)
108.12 Phil Taylor (First Round, 2003)
108.01 Phil Taylor (Last 16, 2011)
107.61 Phil Taylor (Semi-Finals, 2013)
107.19 Phil Taylor (Final, 2014)
106.54 Phil Taylor (Semi-Finals, 2009)
106.32 Phil Taylor (Final, 1997)
106.06 Gary Anderson (Semi-Finals, 2018)
106.05 Phil Taylor (Final, 2009)
105.92 Adrian Lewis (Final, 2013)
105.85 Michael van Gerwen (First Round, 2016)
105.68 Gary Anderson (Semi-Finals, 2014)
105.64 Phil Taylor (Last 16, 2014)
105.59 Phil Taylor (Semi-Finals, 2011)
105.59 Phil Taylor (Semi-Finals, 2008)
105.58 Michael van Gerwen (Last 16, 2013)
105.56 Phil Taylor (Quarter-Finals, 2004)
105.27 Phil Taylor (Semi-Finals, 2014)
105.17 Gary Anderson (Last 16, 2017)
105.16 Phil Taylor (Final, 2010)
105.05 Phil Taylor (Quarter-Finals, 2012)