Cache Hit Rate Collapse Under Load

Low cache hit rates indicate inefficient request patterns or cache configuration, causing repeated expensive compute operations. This directly increases GPU/CPU utilization and latency while reducing throughput. Response caching is critical for reducing inference costs when serving repeated or similar requests.

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