one good method to perform bitcoin mining analytics and performance trading, is to run your own LLM in Ubuntu 24.04 with a ROCM 6.4 and set RAM to your GPU (BIOS).

mathematically speaking, if you own less than 1 BTC but more than a 0.25 BTC, its going to make more commercial sense to run your cloud or dedicated mining, this is because most of the capital appreciation of the value of BTC is now largely consigned to a specific group of wallet sizes.