ASUS GX10实测82°C未见热降频
r/LocalLLaMA一名作者在四台ASUS GX10上测试DeepSeek V4.1-Flash，比较六种散热方案，并记录温度、频率、功耗和吞吐。实测最高温度为82°C，未发现热降频行为，频率最多下降约3%，作者将其归因于管理功耗泄漏。作者称最冷与最热运行之间没有明显性能差异，但该报告来自单一社区来源，尚无独立交叉验证。
这组数据为紧凑型AI硬件上的本地DeepSeek推理提供了具体温度与吞吐参考，显示在这些测试中，即使GPU达到82°C也未出现明显性能损失。
Hello again!
I'm back with another report. This time it's on temperatures. Also, [CE Robot] = Claude Opus 5.5 Copy Editor where applicable (per line.) Otherwise, I wrote it.
TLDR
While running DeepSeek V4.1-Flash, the GX10s can run as hot as 82°C without any throttling behavior. The most you will see is a max clock reduction of 3%, which is mostly to manage power leakage. There is no meaningful performance difference between running the GX10s at their coolest or hottest, about 3%, effectively noise.
Intro
I came across a post or two on DGX_Spark (friendly people I swear /s) and was curious about two posts with different hodgepodge cooling scenarios to keep their GX10s/Sparks from overheating. I have experience with NVIDIA's gold 4TB Spark and the ASUS 1TB GX10s and besides a few launch issues, haven't really noticed any throttling. I still had the scripts that ran benchmarks on DeepSeek V4.1-Flash. I decided to modify the scripts and query GPU temperatures.