Really interesting angle — I've been working on the post-build side of this problem (finding waste in production LLM spend) and the pre-build estimation gap is something I hadn't thought about. The two tools solve different moments in the same problem: estimate before you build, profile after you ship. Would be curious whether your estimates hold up against what people actually spend in production — that delta seems like useful data for improving the model.