Kenny Cockerill scored a hat trick and added an assist for Deptford, which erupted for four goals in the second half to edge Triton 5-4 in Runnemede.
Enzo Castillo chipped in a goal and an assist and Jayden Duke also scored for the Spartans (2-0), who battled back from a 2-1 deficit at the break.