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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.
Tokonomy — Stop Bleeding LLM TokensA privacy-first optimization layer for LLM costs.
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We built Tokonomy after realizing how quickly AI costs were creeping up. Not because models were expensive, but because we were sending far more tokens than necessary. Between long system prompts, repeated context, and verbose tooling, it felt like we were quietly bleeding money on every request. The problem is that most tools today help you measure AI usage, but very few help you reduce it....
Tokonomy — Stop Bleeding LLM TokensA privacy-first optimization layer for LLM costs.