Turn a JSONL log of API calls (model + token usage, optionally timestamp and tag) into a cost breakdown by model, day, and feature, including what prompt caching actually saved. Use when the user asks where their API spend is going, wants a cost report from logs, needs to attribute spend to features or customers, or wants to check whether caching is paying off.