llamaperf

Qwen3.6 27B

on 4× NVIDIA RTX 5060 Ti 16GB · 256,000 ctx

Tone: positiveNVIDIA hardware
Jul 12, 2026
Throughput
52.2 t/s gen · 608.0 tokens/s prompt processing (prefill)Prompt processing measures input prefill speed; it does not tell you the time to first token.
Quant
Q8
KV cache
F16
MTP (Multi-Token Prediction)
on
VRAM reported
16 GB

Use cases

coding

Summary

User reports 608 t/s cold prefill and 52.2 t/s decode on 4x RTX 5060 Ti 16GB at 256K context. Setup is a Vast AI instance with the Q8 quant, an FP16 KV cache, and MTP enabled. User considers this excellent for $2K hardware.