local intelligence

can it run

Can the CPU-only (DDR5 tuned / 4-channel) run qwen3 30B-A3B MoE?

FULL

19.0 GB needed of 30 GB usable — headroom for context

~30GB usable · CPU (DDR5) · model file 18.6GB · 30B-A3B MoE

~43–67 tok/s (active-expert estimate)

computed roofline: 179.2 GB/s × 0.45–0.70 efficiency window / 1.9GB (Q4_K_M) — bands, never points.

MoE: file is 18.6GB (that decides fit) but only ~3B of experts activate per token (~1.9GB streamed) — band below is the active-expert estimate, optimistic; community MoE rows run several× the naive bandwidth math

Run qwen3 30B-A3B MoE on instead

Mac mini M4 (32GB) — cheapest catalog machine that runs qwen3 30B-A3B MoE fully ($999)

every model the CPU-only (DDR5 tuned / 4-channel) can run — full list

explore the full catalog84 machines indexed · live prices · what each one can run
2026-09-17 · ← all models on the CPU-only (DDR5 tuned / 4-channel) · fit = weights + 4k KV vs usable memory