Unverified50% confidenceBenchmarkExact time
With OpenAPPA added, the agent completed only 40% to 60% of the work on memory-type tasks, whereas agents without guardrails completed all of it.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/12/2026
First Seen
Valid until: 1/10/2027
Sources
Related Entities
Related Claims
UnverifiedFor scenarios such as RAG, code assistants, and customer service bots, cached tokens typically account for 60%–80% of total call volume.64% similarUnverifiedMinor tasks should be handled by the primary agent itself, and read-only tasks do not all need to be delegated, because dispatching a sub-agent has overhead in itself.59% similarUnverifiedTiered task invocation architectures can often compress overall API costs by 50%–80% in large-scale invocation scenarios.59% similarUnverifiedIn agentic coding work, the proportion of cache reads in total cost is under 5% in Fable, close to 20% in Opus, and potentially over 50% in Sonnet 5.5.58% similar
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