llamaperf
Oct 11, 2026
Throughput
42.3 t/s gen · 385.0 tokens/s prompt processing (prefill)Prompt processing measures input prefill speed; it does not tell you the time to first token.
Quant
MXFP4
MTP (Multi-Token Prediction)
off
System RAM
192 GB

Summary

User reports gpt-oss 120B MXFP4 at 42.3 t/s generation and 385 t/s prompt processing on a Minisforum MS-S1 MAX-P495 with AMD Ryzen AI Max+ PRO 495 and 192 GB unified memory. Setup is llama.cpp build 23b0202a1 with the Vulkan backend and all layers on GPU, at a reported 32k test depth. Figures come from separate llama-bench pp512 and tg128 tests with two repetitions each, not a paired conversation; the source reports 59 GiB model size.