llamaperf

gpt-oss 117B (5.1B active)

on M1 Ultra 128GB · llama.cpp b6470 / a0e13dcb / Metal

Apple hardware
Oct 13, 2026
Throughput
65.5 t/s gen · 392.4 tokens/s prompt processing (prefill)Prompt processing measures input prefill speed; it does not tell you the time to first token.
Quant
MXFP4 (GGUF)
Flash Attention
on
MTP (Multi-Token Prediction)
off
System RAM
128 GB

Summary

User reports gpt-oss 120B MXFP4 at 65.5 t/s generation and 392.4 t/s prompt processing on a Mac Studio M1 Ultra with 128 GB unified memory. Setup is llama.cpp build 6470 with MXFP4 and F16 K/V cache, one Metal device, all layers offloaded, batch and microbatch 4096, mmap disabled. The two figures are separate synthetic tests, not one 65536-input/128-output request: prompt processing ran 65536 tokens and generation 128 tokens at depth 0, so generation is not measured at 65K depth.