local intelligence

can it run

Can the Intel Arc B580 run SDXL SDXL base?

FULL

8.9 GB needed of 12 GB usable — headroom for context

12GB · Battlemage · model file 6.9GB · SDXL base

~40–52 tok/s

computed roofline: 456 GB/s × 0.60–0.78 efficiency window / 6.9GB (Q4_K_M) — bands, never points.

Run SDXL SDXL base on instead

Tesla P100 (16GB, used) — cheapest catalog machine that runs SDXL SDXL base fully ($135)

arc-b60 — the next step up from Intel Arc B580

every model the Intel Arc B580 can run — full list

explore the full catalog84 machines indexed · live prices · what each one can run
2026-09-17 · ← all models on the Intel Arc B580 · fit = weights + 4k KV vs usable memory