can it run
26.5 of 30 GB usable — keep context modest
~30GB usable · Apple M1 Max · model file 26GB · 8x7B MoE
computed roofline: 400 GB/s × 0.55–0.80 efficiency window / 3.9GB (Q4_K_M) — bands, never points.
MoE: file is 26GB (that decides fit) but only ~1.05B of experts activate per token (~3.9GB streamed) — band below is the active-expert estimate, optimistic; community MoE rows run several× the naive bandwidth math
→ Mac mini M5 Pro (64GB) — cheapest catalog machine that runs mixtral 8x7B MoE fully ($1669)
→ every model the Apple M1 Max can run — full list
→explore the full catalog84 machines indexed · live prices · what each one can run