Unverified50% confidenceFactExact time
Cost per correct answer is economically equivalent to unit output cost, a standard efficiency metric in manufacturing and advertising (e.g., CPM, CPA), but has not yet become convention in AI evaluation frameworks.
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10/12/2026
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UnverifiedWhen evaluating model costs, one should not focus solely on unit price; token usage efficiency is equally critical.74% similarUnverifiedCosts themselves are often estimates rather than constants; one can consider modeling costs as intervals or distributions to enable robust decision-making.68% similarUnverifiedThe metric truly worth tracking is cost per correct answer, because it is the only metric that cannot be optimized by failing more quietly.66% similarUnverified评估模型成本的正确指标不是单位Token价格,而是完成任务的总成本(Total Cost of Task)66% similarUnverifiedThe alignment tax refers to the quantifiable cost that alignment measures impose on a model's actual performance, such as decreased accuracy on objective tasks, over-refusal, and homogeneous outputs.66% similar
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