Unverified50% confidenceBenchmarkExact time
Polling sub-Agent records from line 1 requires pulling 68,844 tokens each time, whereas reading only the last 15 lines requires just 240 tokens, a difference of 62.6 times.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/17/2026
First Seen
Valid until: 1/15/2027
Sources
Related Entities
Related Claims
UnverifiedAccording to an analysis based on real API traffic, out of about 411,000 requests over 7 days, 99.3% of processed tokens were input tokens; the median request had 3,782 input tokens and returned only 147 tokens.71% similarUnverifiedThe agent gets answers from a single business profile, the entire profile is placed into the system prompt on every call, with an upper limit of 200,000 characters, and the team does not use retrieval approaches such as chunking, embeddings, or vector storage.68% similarUnverifiedReAct consumed an average of 4,663 tokens per question, Plan-execute 10,535 tokens, Supervisor 7,494 tokens, and Draft-verify 4,905 tokens.68% similarUnverifiedThe prefill throughput of this setup increases with prompt length, climbing from approximately 290 tokens/s for short prompts to approximately 1,300 tokens/s, with an average prefill throughput of approximately 900 tokens/s.68% similarUnverifiedIn agentic scenarios where system prompts run to thousands of tokens, if more than 90% of requests hit the cache, the effective input cost per request may be only 5%–10% of the listed price.67% similar
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