- In short
- A production Claude system is evaluated against five distinct dimensions: accuracy (does the output match the correct result), latency (how fast the response arrives), cost (what each call and the aggregate workload spend), safety (whether content is harmful or ungrounded), and security (whether data is exposed or accessed without authorization). Each dimension needs its own metric and threshold, because a system can pass on one while failing on another.
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