NetEase LobsterAI Report: Office Agent Task Size Hits 202,000 Tokens in September

The token figure is the real signal here: a single office task averaging 202,000 tokens points to agent workloads that are long-context and multi-step rather than simple prompts, which has direct cost and model-selection implications for the providers serving them. The report's inclusion of National Day holiday usage also hints at how office-agent demand tracks work rhythms rather than running at a constant baseline. Whether task sizes keep climbing as users grow more comfortable delegating, and whether model preferences shift toward cheaper or longer-context options as a result, are the open questions worth watching.