Equally important are the connections, anything over 20A needs to be a soldered or mechanical bolted connection or the resistance will cause heat and melt things.
EG dumpload relays.
I destroyed a 40A relay with just 20A using spade terminals, they got hot and melted the relay housing causing it to fail within minutes.
I just finished mine and I have run 16mm2 (about 5AWG) 240' for a 10'mill 1.2KW.
plus the drop wires which are 6x 3.5mm2. (and only 24')
I rectified at the mill as it does save on cable costs. Expect that at 3-5KW the thing will be running at best part of 60V and 50-80A
My observation is bigger is better but within the budget will work fine, "normal"
6AWG cable will handle the 50A no problems but the losses at 80A will be significant.
The question is can you handle the power if it does get up there? (to 5KW)
As agricultural as this sounds, if you are dissipating 25% in the line at 5KW ie 1000W being lost -are you able to use this power at the other end or will you be dumping it anyway?
If you would be dumping it then I would go 4AWG and if i wanted to use it then I'd be going 2AWG (copper)
I also like the idea of using smaller cables and if they get warm just pull through some more, in practise this is basically impossible on a 150' run as you just cant putt them through, it was tough enough threading my 5AWG pair through 1" conduit just 18' long