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The Runtime IS the Benchmark: Endurance Metrics for Local Agents

This story is from 2026-10-12. It is preserved in the archive; the latest stories are on the live feed.

What I Benchmarked I tested whether the runtime around the model holds up: retrieval endurance, memory scaling, sandbox containment, context behavior. I used a Gemtek NUC M6 Ultra mini-PC on Pop!_OS under zRAM swap. I wanted to benchmark sessions that run for days. Models Tested I chose the models…

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  1. 2026-10-12 02:14 · DEV Community — Machine Learning
    The Runtime IS the Benchmark: Endurance Metrics for Local Agents

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