The $30k question
The budget from the 'Mac Studios or Spark?' thread: one 512GB Mac Studio, the big models, no cloud bill.
This answers the question that keeps showing up on X: I have 20 to 30 thousand dollars, what do I buy? The answer for running the biggest open models locally is unified memory, and the 512GB M4 Ultra is how you get 512GB in one quiet box. Every model that matters in 2026 runs here, at full context, in your office.
You want the frontier, at home, and you want it to be silent. The 512GB box runs the biggest open models at the context lengths they were designed for. A researcher or founder who reads model releases the morning they ship and wants to run them that afternoon, alone, on their own desk.
first check: next Monday
The parts
What it runs
Kimi K3 (2.8T is 700GB at 2-bit, no quant we would recommend fits). And NVIDIA-first video stacks: the 5090 in this build is the video head for a reason.
About 300W under load: quieter than a gaming laptop, cooler than its price suggests. One cable, one outlet. The setup is software, not tools.