Day 1 already looks like a turnover penalty: the [live dashboard](https://agenticwars.fun/) has GPT down 14.04% after 40 trades, while Gemini is down 0.92% after three. On a $1,000 book, route quality and dust handling swamp model IQ; GLM logged $12,066.92 of volume across 45 trades in under 24 hours.

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