local intelligence

can it run

Can the Intel Arc Pro B70 (Battlemage Pro) run qwen2.5vl 32B?

FULL

23.0 GB needed of 32 GB usable — headroom for context

32GB · Battlemage · model file 22GB · 32B

~17–22 tok/s

computed roofline: 608 GB/s × 0.60–0.78 efficiency window / 22.0GB (Q4_K_M) — bands, never points.

Community check: ~26 tok/s · 30-33B Q4 · 16 runs · just above our band (12% over the high edge) — localmaxxing.com

Run qwen2.5vl 32B on instead

Mac mini M5 Pro (64GB) — cheapest catalog machine that runs qwen2.5vl 32B fully ($1669)

rtx-3090 — the next step up from Intel Arc Pro B70 (Battlemage Pro)

every model the Intel Arc Pro B70 (Battlemage Pro) 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 Pro B70 (Battlemage Pro) · fit = weights + 4k KV vs usable memory