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Technology Stocks : Qualcomm Moderated Thread - please read rules before posting -- Ignore unavailable to you. Want to Upgrade?


To: QCOM_HYPE_TRAIN who wrote (195589)11/12/2025 1:02:11 PM
From: QCOM_HYPE_TRAIN22 Recommendations

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  Read Replies (2) | Respond to of 196920
 
Heat and performance analysis of CPU vs QC NPU:
https://x.com/nexa_ai/status/1987927448860995792


We ran a 10-minute LLM test on Samsung S25 Ultra CPU vs @Qualcomm Hexagon NPU.


In 3 minutes, the CPU hit 42 °C and throttled: throughput fell from ~37 t/s ? ~19 t/s.

The NPU stayed cooler (36–38 °C) and held a steady ~90 t/s — 2–4× faster than CPU under load.

Same 10-min, both used 6% battery, but productivity wasn’t equal:
  • NPU: ~54k tokens ? ~9,000 tokens per 1% battery
  • CPU: ~14.7k tokens ? ~2,443 tokens per 1% battery
  • That’s ~3.7× more work per battery on the NPU—without throttling.

(Setup: S25 Ultra, LFM2-1.2B, Inference using Nexa @Android SDK)