… Here is how the token usage breaks down by model and by agent: Model Input Output Cache Read Cache Write % of Total Top-tier models Claude Opus 4.7, GPT-5.4 806M 1,077M 25,745M 5,918M 51.8% Standard-tier models Claude Sonnet 4.6, GPT-5.3 Codex 928M 776M 48,647M 11,491M 46.2% Kimi K2.5 11,734M 267M … …
… Model bias - A good human researcher tells you what they found and how confident they are. Models don't. Ask a model to find bugs, and it will find them, whether the code has any or not. …
… Keeps the model catalog fresh. An hourly cron trigger fetches the current OpenAI model list from models.dev , caches it in Workers KV, and injects store: false on every model for Zero Data Retention. New models get ZDR automatically without a config redeploy. …