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Engineering

LLM pricing is 100x harder than you think

LLM pricing is 100x harder than you think

LLM pricing is surprisingly difficult. We've tracked $180M in LLM spend across 3,500+ models. Here are the 6 hidden patterns that break cost attribution, the architecture we built to solve them, and we're open-sourcing all of it.
Siddharth Sambharia 15 Apr 2026

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