Home AI rig burns 1 billion tokens in a month, almost all on Qwen3.8-Flash

natesiggard · x · 2026-11-11

A developer shows the inference dashboard on his home rig (ROIE): 1,001,081,028 tokens and 110K requests since Oct 11 — one month of heavy local use, nearly all on Qwen3.8-Flash-Next-NV (958M read / 42.8M written), with a copy kept on a Raspberry Pi. Speech and image models report no tokens. A real-world sample of sustained at-home AI usage.

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