Assertion certainty 4/5 debate potential 2/5

Chi: Vals consumed $1.5M in model tokens in one month, 10x salaries

Ryan Chi · Inside the Race to Measure Frontier Intelligence · Sep 9, 2026 · at 23:15

Ryan Chi, co-founder and CEO of Vals, discusses the extreme compute costs his engineering team ran up during an internal test of unlimited AI coding tools.

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“In that month we spent roughly 1.5 million dollars worth of tokens. This is free, by the way. I, no, I don't want to but it was actually 10 X more we were spending in tokens than employee salary for that month.”

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