llamaperf

Qwen3.5 35B (3B active)

on M3 Ultra 96GB · llama.cpp

Apple hardware
Oct 17, 2026
Throughput
73.4 t/s gen · 1808.0 tokens/s prompt processing (prefill)Prompt processing measures input prefill speed; it does not tell you the time to first token.
Quant
Q8_0 (GGUF)
KV cache
f16
System RAM
96 GB

Summary

User reports Qwen3.5-35B-A3B at 73.43 tokens/s generation and 1808 tokens/s prefill on an Apple M3 Ultra 96GB. Setup is llama.cpp build 8860 with Q8_0 GGUF weights and f16 KV cache, Metal backend, single machine. The figures are separate synthetic tests (TG128 and PP512), not an end-to-end request. Historical TG128 85.48, turbo3 KV 63.23 and PP8192 1183 belong to other configurations and are kept for comparison only.