llamaperf

Qwen3.6

on 2× NVIDIA RTX 3090 · llama.cpp

Tone: positiveNVIDIA hardware
Sep 27, 2026
Throughput
20-50 t/s gen
Quant
Q6 (GGUF)

Use cases

codingagentic

Summary

User reports Qwen3.6 at 20 to 50 tokens per second on dual RTX 3090 GPUs. Setup is llama.cpp with Q6 quantization and MTP speculative decoding; the cards are undervolted and limited to 65°C. The user compares Q4 to Q6 quality for a coding agent, calls the Q6 improvement outstanding, and says the local server now works similarly to paid APIs.