local intelligence

can it run

Can the Intel Arc B570 run kokoro 82M?

FULL

2.3 GB needed of 10 GB usable — headroom for context

10GB · Battlemage · model file 0.3GB · 82M

~770–1000 tok/s

computed roofline: 384 GB/s × 0.60–0.78 efficiency window / 0.3GB (Q4_K_M) — bands, never points.

Run kokoro 82M on instead

Raspberry Pi 5 + AI Kit (Hailo-8L) — cheapest catalog machine that runs kokoro 82M fully ($110)

arc-b580 — the next step up from Intel Arc B570

every model the Intel Arc B570 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 B570 · fit = weights + 4k KV vs usable memory