Unverified50% confidenceFactExact time
According to Opus's analysis, 96% of real Agent workloads are cache reads.
1
Sources
50%
Confidence
Long-term
Relevance
10/1/2026
First Seen
Sources
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Related Claims
UnverifiedA runtime Agent with a 97% accuracy rate is catastrophic at scale, because 3% of ten thousand files—three hundred documents—will be misplaced and typically not discovered until months later.60% similarUnverifiedFor comparison, the Program-of-Thought baseline achieves 72.0% overall accuracy and the tool-calling agent achieves 58.7%.60% similarUnverifiedIn Agent workflows, the proportion of repeated context in total input is extremely high, so the decline in caching costs is far more significant for Agent developers than for ordinary users.60% similarUnverifiedIn the test, the cache hit rates for Ollama and OpenCode Go were 97.2% and 99.5%, respectively.59% similarUnverifiedAnthropic states that approximately 30,000 agents are engaged in research and engineering work at any given moment, with 100% coverage of these agents' behavior and a real-time review interception rate of approximately 0.002%.57% similar
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