Methodological note: This represents a 5-prompt trend indicator, not a statistically regulated examination. Claude's output duration naturally fluctuates between identical prompts. No variation controls or repeated trials were implemented. Consider the 63% as an indicative signal for output-intensive applications, not an exact universal metric. The CLAUDE.md file itself contributes input tokens per message - net economies only materialize when output volume sufficiently counteracts that persistent cost.
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