@dannie_bei: Same Al. Same answers. 10x cheaper. 6 questions about the same 100K-token docs, on Claude Sonnet 5.5 at real list prices. Most of this bill is the same docs, sent again with every request: JUNIOR • sends all 100K docs every time → $1.24 MIDDLE • trims to the 40K that matter → $0.52 SENIOR • prompt caching: pay once, re-read at 10% → $0.18 GOAT • cache + Batch API (-50%) for work that can wait → $0.12 Which level is your app on - J, M, S or G? Send this to the teammate who pays the API bill. Simulated workload, real Sonnet 5.5 prices. Caching and batch discounts stack. #ai #claudeai #lIm #aiagents #promptcaching

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