▲ local intelligence

can it run

Can the Adreno X1-45 (Snapdragon X Plus) run kokoro 82M?

FULL

2.3 GB needed of 13.5 GB usable — headroom for context

~13.5GB usable · Adreno (iGPU) · model file 0.3GB · 82M

~110–360 tok/s

computed roofline: 135.2 GB/s × 0.25–0.80 efficiency window / 0.3GB (Q4_K_M) — bands, never points.

Run kokoro 82M on instead

→ Tesla M60 (16GB, used) — cheapest catalog machine that runs kokoro 82M fully ($35)

→ every model the Adreno X1-45 (Snapdragon X Plus) can run — full list

→explore the full catalog91 machines indexed · live prices · what each one can run
2026-10-01 · ← all models on the Adreno X1-45 (Snapdragon X Plus) · fit = weights + 4k KV vs usable memory