System - Analysis of token efficiency vs context length tradeoffs

Analysis of token efficiency vs context length tradeoffs for 24/7 agentic models, identifying frontier optimization space between intelligence and token budget.

Updated: 5/16/2026
Token efficiency + 1M context length = Great 7x24 agentic model Looking at the figure below, the rectangle-ish area on the top left corner is the real frontier, depending on how you trade off intelligence v.s. token budget. I think that there could be a another weighted version https://t.co/cPvl1CCSyQ https://t.co/slWxhBfsUb Source: https://x.com/Xianbao_QIAN/status/2048911332909727836

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