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HTML vs JSON vs Markdown: LLM Token Test

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May 17, 2026
3:55

Which LLM output format is the most cost-effective? I tested HTML, JSON, and Markdown using DeepSeek V4 Flash. The results? HTML consumes over 300% more tokens! Stop wasting your API budget and learn the best data structure strategy for your next AI agent or application.

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HTML vs JSON vs Markdown: LLM Token Test | NatokHD