Unverified50% confidenceFactExact time
In Hoppy's demonstration, for a simulated wholesale backend containing 23 services and 276 operations, if all were exposed to the model, the user would consume about 16,000 tokens before even speaking.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/14/2026
First Seen
Valid until: 1/12/2027
Sources
Related Entities
Related Claims
UnverifiedEach retry resends the complete prompt input tokens and is billed in full; a request with 4,000 input tokens retried 3 times will consume 16,000 tokens.61% similarUnverifiedIn Opus's context window, approximately 47,000 tokens are loaded by default even before any input is entered.59% similarUnverified多数云端大模型服务基于token吞吐量来计量用户消耗，实际额度取决于输入token数量、输出token数量和模型自身的计费权重59% similarUnverified若用Cerebras芯片保持750 token/s服务，同样45万token/s吞吐量下并发活跃用户降至约600个57% similarUnverifiedAccording to community benchmarks, in complex sessions where the context has not been cleared, a single task investigation can consume up to 500,000 tokens, generating 4–6 times the overhead compared to short sessions used out of the box.57% similar
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