llamaperf

Qwen3.8 27B

on 2× NVIDIA RTX 3060 12GB · llama.cpp · 131,072 ctx

Tone: positiveNVIDIA hardware
Sep 7, 2026
Throughput
27.7 t/s gen · 503.7 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
Q8
System RAM
64 GB
VRAM reported
24 GB

Use cases

codingagentic

Summary

User reports Qwen3.8-27B at 503.7 t/s prefill and 27.7 t/s decode on dual RTX 3060 12GB cards. Setup is a Q4_K_M GGUF with a Q8_0 KV cache at 131k context, BF16 vision projector on CPU, xHigh reasoning, on a Ryzen 5 5500 with 64GB DDR4-3200 and GPUs limited to 130W each. With speculation the user measured about 503 t/s prefill and about 29 t/s decode.