Ok, then I will be fair and say this. AK380 built has excellent SE, however the WM1Z was built around the balanced out 4.4mm. The proof is that AK380 uses Ribbon cables to internally connecting to it main board (only the external AK amp got it directly on board, in another word, the best AK balanced out needs Amp). Then WM1Z can only do native DSD in balanced 4.4mm and the best of WM1Z is balanced 4.4mm.
SE from Walkman even Zx2 was not that great, but using it with Separated grounds or even 3.5 mm TRRS would be the main design of Walkman SE, so by using standard 3.5mm SE, you are comparing the worse of Walkman into the best of AK380 SE, AK380 can only be better with balanced out from the external-amp.
Trust me, go try an AK380+amp and balanced out, then try WM1Z with upgraded cables from 4.4mm, and see for yourself. When I compare products, I usually compare each best performances to another best performances.