Gurney hit an average of 95.28, hit 63% of his doubles and had a showpiece 158 checkout in the match.
He will face either Michael van Gerwen or Dave Chisnall in the second round of group games this evening.
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Afternoon session schedule
Rob Cross (91.79) 8-10 (96.46) Mensur Suljovic (B)
Peter Wright (101.22) 10-7 (96.41) Simon Whitlock (B)
Gary Anderson (101.48) 8-10 (95.28)
Daryl Gurney (A)
Michael van Gerwen v Dave Chisnall (A)
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