llamaperf

Qwen3-Coder 30B (3B active)

on AMD Strix Halo 128GB · llama.cpp · 32,768 ctx

AMD hardware
Oct 14, 2026
Throughput
67.5 t/s gen
Quant
Q4_K_S (GGUF)
System RAM
128 GB

Use cases

coding

Summary

User reports 67.5288 t/s generation. Source evidence (verbatim): Source: https://www.soothill.io/blog/2026/08/14/coding-model-benchmark-strix-halo/ # Qwen3-Coder 30B-A3B Q4_K_S: first-hand EVO-X3 coding decode measurement Original author Darren Soothill measured this deployment on 14 August 2026, published 14 August and updated 15 August. Hardware: GMKtec EVO-X3, Ryzen AI MAX+ 395, Radeon 8060S, 128GB unified memory (Strix Halo). Selected native decode result: Qwen3-Coder-30B-A3B-Instruct-Q4_K_S, llama.cpp, 67.5288 tokens per second. The author's CSV records this separately from wall_seconds_per_task 3.9879 and completion_tokens_per_task 250.8. This is an aggregate deployment result across ten first-response coding tasks, not a standalone llama-bench tg128 test. The publication does not specify whether the decode aggregate is arithmetic or token-weighted; do not reinterpret its statistic. Runtime build/version, CPU/GPU core counts, OS, concurrency, actual per-task prompt tokens and prefill rate are not supplied. Every coding request used a configured 32768-token context capacity and 2048-token output ceiling, temperature 0, top-p 1, presence penalty 0, thinking disabled and no repair turn. Configured context capacity is not the actual input length or occupied context depth. The model has 30.5B total and 3.3B active parameters. CSV installed_gib 16.26 describes installed storage, not resident RAM or GPU allocation. The 5/10 task pass score is quality, not throughput. Other model/quant rows and their speeds are separate deployments and must not be combined with this selected row. Original article: https://www.soothill.io/blog/2026/08/14/coding-model-benchmark-strix-halo/ . Author's machine-readable source: https://www.soothill.io/assets/data/evox3-coding-model-benchmark-2026-08-14.csv . Verified Hugging Face link supplied by the author: https://huggingface.co/Qwen/Qwen3-Coder-30B-A3B-Instruct . This is a base-model reference, not the exact tested Q4_K_S quantization artifact. Tested conversion repository, filename checksum and revision are not established; never infer them from the base repository.