local intelligence

can it run

Can the GTX 965M run qwen3 235B-A22B MoE?

NO

142.7 GB vs 2 GB usable — does not fit

2GB · Maxwell (laptop) · model file 142GB · 235B-A22B MoE

~1.7–3 tok/s (active-expert estimate)

computed roofline: 80.19 GB/s × 0.28–0.50 efficiency window / 13.3GB (Q4_K_M) — bands, never points.

MoE: file is 142GB (that decides fit) but only ~22B of experts activate per token (~13.3GB streamed) — band below is the active-expert estimate, optimistic; community MoE rows run several× the naive bandwidth math

Run qwen3 235B-A22B MoE on instead

ASUS ExpertCenter Pro ET900N G3 (GB300) — cheapest catalog machine that runs qwen3 235B-A22B MoE fully ($60000)

every model the GTX 965M can run — full list

explore the full catalog84 machines indexed · live prices · what each one can run
2026-09-17 · ← all models on the GTX 965M · fit = weights + 4k KV vs usable memory