Home inference rig serves 1B tokens in its first month, mostly Qwen3.8-Flash

natesiggard · x · 2026-11-11

Developer natesiggard shared his at-home inference setup via Actual: over 1 billion tokens and 110K requests served in the first month. The dashboard shows Qwen3.8-Flash-Next-NV accounted for 1.001B tokens (958M read / 42.8M written), with a small share from Qwen3.8-27b; counts are tallied by the engine on ROBIE with a copy kept on a Pi. A notable real-world local/edge deployment datapoint.

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