Unverified50% confidenceDecision RuleExact time
Only by tracking the three dimensions of success rate, takeover rate and per-task cost simultaneously can enterprises form a complete picture of an Agent's true value.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/14/2026
First Seen
Valid until: 1/12/2027
Sources
Related Entities
Related Claims
UnverifiedEnterprises should prioritize building reliable measurement infrastructure to track Agents' success rates on real tasks, human takeover rates, per-task costs and value distribution across different business scenarios, rather than forcibly cobbling together ROI numbers.76% similarUnverifiedAgent的评测必须覆盖结果、过程、系统、成本多个维度，而非单一的成功与否75% similarUnverifiedModel usage is only part of the cost of an Agent workflow; external tool services, sandbox compute, and storage may each have their own bills, and estimating the operational cost of an entire task requires making all these components visible.71% similarUnverifiedIn the agent scenario, the cost accounting metric shifts from "how much per thousand tokens" to "how much per successful task", because an agent task may consume tens of thousands of tokens and trigger multiple API calls.70% similarUnverifiedAgent执行分为三个阶段：收集信号并排优先级、执行任务、对高风险任务由Verifier检查质量70% similar
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