1M-Token Context Window Is a Lie - Plan Real Capacity

Your 1M-Token Context Window Is a Lie: How to Plan Real Capacity for RAG, MCP, and Agents — SuperML.dev

The advertised context window is not the usable context window. Here's the math that decides whether your agent works in production — and the calculator that does it for you.

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