Engine 22 · Output Token Diet · world-first

Output Token Diet

Everyone optimizes the prompt. Nobody optimizes the response — yet output tokens cost 3-5× more than input on every major provider. This engine finds the verbosity, boilerplate, and prose-wrapped JSON you pay premium rates for.

Paste a real response — get the diet plan

Deterministic analysis. Nothing is stored, no LLM is called.

Your live output-waste scan (last 30 days)

Sign in and route traffic through the Auto-Compiler Proxy to see your real output-waste numbers.

Why the output side matters

GPT-4o charges $2.50/1M input but $10/1M output. Claude Sonnet: $3 in, $15 out. A response that opens with "Certainly! I'd be happy to help" and closes with "Let me know if you have any other questions" carries ~30-60 tokens of pure boilerplate — at premium output rates, on every single call. Multiply by millions of calls and the closing pleasantries alone are a real line item.

First-to-market: as of June 2026 no other FinOps or LLM-observability tool audits response-side waste.

Next: kill the chat-history resend tax

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