Unverified50% confidenceSolutionExact time
Common metric gating indicators include inference latency (P50/P99), error rate, throughput, and output quality metrics
1
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50%
Confidence
Long-term
Relevance
10/4/2026
First Seen
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UnverifiedLLM推理延迟分布呈重尾特征，应以P90或P95百分位数而非平均值作为门禁指标78% similarUnverifiedIt is recommended to measure both P50 and P95 latency during evaluation, as P95 reflects the real-world experience under high load or long-context scenarios.77% similarVerifiedP95表示95%的请求延迟低于该值，P99表示99%的请求延迟低于该值，高分位数指标专门捕捉尾部延迟严重程度75% similarUnverifiedp95 and p99 percentile metrics are more highly regarded than average latency in the field of system observability because they reveal users' real experience in worst-case scenarios.74% similarUnverified评估中转服务可用性时应关注 P99 延迟，高并发峰值期间的长尾延迟往往比均值数据更影响交互式编程的实际体验69% similar
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