Unverified50% confidenceOpinionExact time
A lower cost per token does not mean a lower cost per correct decision; once the cost of judgment errors is factored in, a $0.02 model with a 15% error rate may be more expensive than a $0.10 model with a 5% error rate.
1
Sources
50%
Confidence
Long-term
Relevance
10/13/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedWhen abstention costs and misclassification costs are on different orders of magnitude, decision boundaries become distorted; for example, estimating the cost of false acceptance at 10,000 and manual review cost at 1 will cause the manual review queue to be overwhelmed.72% similarUnverifiedInference costs have dropped sharply, with the token cost of some models falling by more than 90%.72% similarUnverified仅用小模型策略的每正确答案成本最低($0.0004)但准确率仅33%，说明没有准确率底线的每正确答案成本指标具有误导性70% similarUnverifiedA 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.69% similarUnverified在本地模拟中，分层路由在匹配大模型100%准确率的同时，每正确答案成本为$0.0069，比仅用大模型($0.0097)降低约29%68% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1015445API
curl https://kongchang.com/api/v1/knowledge/claims/1015445MCP
get_claim(id=1015445)