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We ran GPT-5.6's programmatic tool calling on a real API. On one task it cut tokens 92%. On another it cost 2.2x more. Here's the rule that decides which.
Claude can run your tools from sandbox code so big results never hit its context. We measured what that saves on a real API: 98% fewer tokens on one task.
AI agents that browse the web re-pay for every result they read. We measured the input-token cost of context bloat on OpenAI's API: 3x on a single step.
AI Infra Economics Pointing at the cost problem is not a strategy. AI FinOps is how the most...