Structured Prompts Cut Token Waste 35-40%. Here's Where It Actually Matters.

The article explores how structured prompts can significantly reduce token usage (35-40%) compared to unstructured formats, directly impacting costs. It also emphasizes the importance of understanding when this token saving translates into better model answers and when it's merely overhead, based on experiments with Claude Sonnet 4.6.