Unverified50% confidenceTradeoffExact time
A model with slightly lower accuracy but five times cheaper may outperform on the valid findings per dollar metric, provided tiered routing is used to cover high-risk scenarios.
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50%
Confidence
Long-term
Relevance
9/14/2026
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Related Claims
UnverifiedTwo models with similar intelligence scores may differ in inference cost by several times or even an order of magnitude.76% similarUnverified在二分类中模型默认使用0.5作为判定阈值，但假阳性和假阴性的代价往往不对等，需通过成本敏感的阈值优化调整决策边界74% similarUnverified效率型模型以远低于旗舰模型的推理成本（通常低5-10倍）提供接近旗舰模型80-90%的能力表现72% similarUnverifiedA carefully designed workflow can enable a mid-tier model to produce results close to those of top-tier models at less than one-tenth of the cost.72% similarUnverifiedTo decide whether to route to a smaller model, one should calculate the expected value: small model cost × success rate + (small model cost + large model cost) × fallback rate; when the fallback rate is high enough, routing directly to the large model is more cost-effective.72% similar
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