llamaperf

Qwen3.8 27B

on M2 Ultra 128GB · oMLX 0.6.3

Apple hardware
Oct 11, 2026
Throughput
26.4 t/s gen · 276.2 tokens/s prompt processing (prefill)Prompt processing measures input prefill speed; it does not tell you the time to first token.
Quant
oQ8e mixed affine 8-bit + FP16 (MLX)
System RAM
128 GB

Summary

User reports Qwen3.8 27B at 26.4 t/s generation and 276.2 t/s prefill on an Apple Mac Studio M2 Ultra with 128 GB unified memory. Setup is oMLX 0.6.3 with oQ8e mixed affine 8-bit plus FP16 weights, run as an ANE and CPU split at a source-labelled 65,536-token prompt depth. The GPU-only control at the same depth is 231.2 prefill and 26.6 decode; the author reports gains apply to cold prefills, not prefix-cached turns, and peak memory at 64K rises from 44.0 GB to 60.0 GB with ANE.