$/token is meaningless; use $/attempt for cost evaluation

srchvrs · x · 2026-08-27

The author argues that $/token is an arbitrary metric for internalizing costs, highlighting that models like Opus 5 can use five times more tokens than GPT 5.6 Sol for similar tasks. Due to varying caching strategies and prices, $/attempt is proposed as a much more meaningful metric for evaluating costs.

Related event: Researcher Calls $/Token a Meaningless Metric as Opus 5 Uses 5x Tokens of GPT 5.6(3 posts)→

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