
Tokonomy — Stop Bleeding LLM Tokens
A privacy-first optimization layer for LLM costs.
Tokonomy — Stop Bleeding LLM Tokens launched on April 1, 2026.
What it does
Tokonomy is a privacy-first token optimization proxy that automatically reduces LLM costs without changing your workflow. Unlike observability tools like gateways that only track usage, Tokonomy actively rewrites prompts to cut token waste. Unlike compression libraries that require SDKs, Tokonomy works instantly via proxy — and never stores prompts or responses.
Does a similar job
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An unmetered LLM API–$6/month, no token tracking, no limitsJul 2026 · yolo-auto.com · ▲12Hi HN, I was once given the advice: Don't waste expensive frontier model credits (GPT/Claude/etc.) on bulk work. Send the boring, repetitive, high-volume jobs to a smaller model, and save the expensive prompts for when you actually need frontier-level reasoning. I complained and told my manager that I shouldnt have to think about using certain models for certain coding tasks, and that one model should handle everything. Well, here we are anyway. If anyone needs a place to absolutely abuse an LLM with high-volume tasks, come beat ours up at https://yolo-auto.com. Here are…

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