local intelligence

can it run

Can the NVIDIA GeForce GTX 1650 Super run gpt-oss 20B MoE?

NO

14.2 GB vs 4 GB usable — does not fit

4GB · Turing · model file 14GB · 20B MoE

~44–66 tok/s (active-expert estimate)

computed roofline: 192 GB/s × 0.48–0.72 efficiency window / 2.1GB (Q4_K_M) — bands, never points.

MoE: file is 14GB (that decides fit) but only ~3B of experts activate per token (~2.1GB streamed) — band below is the active-expert estimate, optimistic; community MoE rows run several× the naive bandwidth math

Run gpt-oss 20B MoE on instead

Tesla P40 (24GB, used) — cheapest catalog machine that runs gpt-oss 20B MoE fully ($290)

gtx-1660-super — the next step up from NVIDIA GeForce GTX 1650 Super

every model the NVIDIA GeForce GTX 1650 Super can run — full list

explore the full catalog84 machines indexed · live prices · what each one can run
2026-09-17 · ← all models on the NVIDIA GeForce GTX 1650 Super · fit = weights + 4k KV vs usable memory