The Ledger
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Hu: Single MLE-bench evaluation run with OpenAI o1-preview costs $4,000
“Just for one seed, For one run of these things cost 4000 dollars all in with the GPU plus the tokens. And a bulk of the cost was actually the token, so even if you cut the GPU out, it'll still cost you three grand to run on one preview.”