llamaperf

Qwen3.6 35B (3B active)

on NVIDIA RTX 5070 Ti · llama.cpp · 65,536 ctx

NVIDIA hardware
Oct 7, 2026
Throughput
111.7 t/s gen · 4326.8 tokens/s prompt processing (prefill)Prompt processing measures input prefill speed; it does not tell you the time to first token.
Quant
Q4_K_M (GGUF)
KV cache
F16
System RAM
62 GB
VRAM reported
16 GB

Summary

User reports Qwen3.6-35B-A3B at 111.72 tok/s decode and 4,326.76 tok/s prompt eval on an RTX 5070 Ti 16GB. Setup is llama.cpp with Q4_K_M GGUF, F16 KV cache, 65,536 context, cache 132 and ub=8192, single request. Peak VRAM was 14,369 MiB. At NP4 the same model reached 247.79 tok/s aggregate decode (62.00-67.78 per request) and 1,142.11-2,243.00 tok/s prefill per request. Gemma-4-26B-A4B-it Q4_0 runs are also listed, reaching 104.58 tok/s at NP1 and 175.56 tok/s aggregate at NP16.