Unverified50% confidenceDecision RuleExact time
评估指标选择需与业务目标对齐，客服Agent优先任务完成率，代码生成Agent则更关注语法正确率和可运行率
1
Sources
50%
Confidence
Long-term
Relevance
7/13/2026
First Seen
Sources
生产级AI Agent迁移GPT-5.6实战：提速2.2倍、降本27%的工程经验
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UnverifiedThe focus of evaluation is shifting from the quality of model text output to the ability of agents to complete end-to-end tasks, with evaluation dimensions expanding from a single accuracy metric to multi-dimensional metrics including task completion rate, step efficiency, error recovery capability, and time overhead.76% similarUnverified选型建议：应在自己的真实任务上做对比测试，评估代码生成、长文本理解、指令遵循等维度，并综合考量API定价与调用限制，而非仅追逐单次榜单排名72% similar
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