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Tag: claude token cost

2 articles

reducing token waste chatgptreduce llm token usagereduce chatgpt token costsclaude token costllm context window optimizationai cost reductiontoken efficiencyllm api costexcessive llm tool token usage

Reducing Token Waste in ChatGPT and Claude: 7 Techniques That Cut Costs 72%

Most LLM workflows burn 30-60% of their token budget on junk — HTML tags, navigation chrome, repeated context. This guide covers 7 measured techniques to cut ChatGPT and Claude token usage by up to 72%, with benchmark data and Python code.

2026-04-0415 min read
markdown vs htmlAI formatLLM optimizationtoken efficiencyweb2mdsave AI tokensclaude token costchatgpt context window

HTML vs Markdown for LLMs: I Wasted 67% of My Tokens for a Year

Pasting webpages straight into ChatGPT and Claude burns tokens fast — and the answers get worse. I ran the same 50 pages as HTML and Markdown: Markdown won on tokens (-67%), accuracy (+31%), and cost ($240/mo saved). The data, the failure modes, and the one-click fix.

2026-02-126 min read
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