bestmodel.run / model — gemma-4-E4B-it (agent view) category chat · google/gemma-4-E4B-it · 29 runs in the model record answer: 57.3 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 AMD Ryzen 7 8745H w/ Radeon 780M | 4-bit | 25.4 tok/s | reported | ttft 883ms | vram 3.5 GB | ctx 32,768 GTX 1060 3GB | 4-bit | 24.7 tok/s | reported | ttft 18,342ms | vram - GB | ctx 2,048 Radeon 890M 32GB | 4-bit | 26.7 tok/s | reported | ttft -ms | vram - GB | ctx 4,096 Radeon AI Pro R9700 32GB | 4-bit | 137 tok/s | reported | ttft -ms | vram - GB | ctx 2,048 Radeon AI Pro R9700 32GB | 8-bit | 96 tok/s | reported | ttft -ms | vram - GB | ctx 2,048 Radeon AI Pro R9700 57GB | 4-bit | 25.3 tok/s | reported | ttft 982ms | vram - GB | ctx 2,048 RTX 2080 8GB | 4-bit | 29 tok/s | reported | ttft -ms | vram 9.6 GB | ctx 2,048 RTX 3060 12GB | 4-bit | 73.3 tok/s | reported | ttft 207ms | vram 7.3 GB | ctx 4,096 RTX 3080 12GB | 4-bit | 130 tok/s | measured | ttft -ms | vram 9.8 GB | ctx 2,048 RTX3060+RTX2080-pooled-20GB 20GB | 4-bit | 76 tok/s | measured | ttft -ms | vram 9.6 GB | ctx 2,048 RX 570 4GB ×2 | 2-bit | 22.3 tok/s | reported | ttft 280ms | vram - GB | ctx 2,048 RX 570 4GB ×2 | 4-bit | 28.7 tok/s | measured | ttft 254ms | vram - GB | ctx 2,048 RX 9060 XT 16GB | 8-bit | 52.6 tok/s | reported | ttft 2,719ms | vram 5.6 GB | ctx 8,192 Ryzen AI Max 395 128GB | 4-bit | 57.3 tok/s | measured | ttft -ms | vram 10.5 GB | ctx 32,768