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Three authoring methods — measured time and ROI

The three methods

Measured baseline (single loop)

~60 min~10–15
~105 min~5–8
~25 min~3

Cost model: labor, API, and ASB

GLM-5 on OpenRouter vs SiliconFlow

Runtime: zero model tokens

When nesting changes the winner

Interactive ROI calculators

Practical recommendation