bestmodel.run / model — gemma-4-E2B-it-GGUF (agent view) category chat · unsloth/gemma-4-E2B-it-GGUF · 10 runs in the model record answer: 90.4 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 M5 Pro 24GB | 8-bit | 77.4 tok/s | reported | ttft 201ms | vram - GB | ctx 4,224 Radeon 890M 32GB | 4-bit | 35.2 tok/s | reported | ttft 640ms | vram - GB | ctx 2,048 RTX 3060 12GB | 4-bit | 113.4 tok/s | reported | ttft -ms | vram 1.9 GB | ctx 32,768 Ryzen AI Max 385 24GB | 4-bit | 35.2 tok/s | measured | ttft 640ms | vram - GB | ctx 2,048 Ryzen AI Max 395 64GB | 4-bit | 105.6 tok/s | measured | ttft 532ms | vram 3.8 GB | ctx 8,192