bestmodel.run / model — Qwen3-8B-GGUF (agent view) category chat · Qwen/Qwen3-8B-GGUF · 7 runs in the model record answer: 56.6 tok/s (model median) Honesty ladder: measured > reported > extrapolated > formula > no data yet. Empty fields stay empty — never filled with an estimate. rig | quant | median result | basis | ttft | peak vram | max context M3 Ultra 512GB | 4-bit | 88.3 tok/s | reported | ttft 5,802ms | vram - GB | ctx 8,192 RTX 3060 12GB ×2 | 4-bit | 53.8 tok/s | measured | ttft 1,894ms | vram 7.1 GB | ctx 32,768