KillToken™
The optimization control plane for LLM traffic.
KillToken sits between an application and the customer's chosen AI provider. It measures every request, estimates cost and latency, identifies safe ways to reduce token waste, reuses exact repeated responses when appropriate, and turns AI usage into savings reports teams can explain to finance and leadership.
Measure, reduce, reuse, and prove AI savings.
KillToken does not replace the model. It gives teams a measurable gateway around the providers they already use.
App request
Backend AI traffic routes through KillToken before reaching the selected model provider.
Measure
Tokens, provider, model, estimated cost, latency, cache status, and savings signals are recorded.
Optimize safely
Measure-only mode reports opportunity first; safe mode applies conservative reductions only when risk is low.
Reuse and prove
Exact repeated requests can use cached responses, while dashboards and exports show the savings trail.
BYOK
No provider lock-in
Customers bring and control their own provider credentials. KillToken does not resell AI tokens or mark up provider usage; it controls waste around the AI traffic teams already run.
Ready Now
Built for measurable AI operations
Honest Beta Limits
KillToken is not an AI model and does not generate answers itself.
Customers still use and pay their own AI providers directly.
Streaming, WebSockets, semantic caching, model routing, and PDF reports are not implemented yet.
Exact caching only helps when it is safe to reuse the exact same response.
Safe optimization is conservative by design and skips high-risk requests.
Measure Before You Optimize
Start in measure-only mode to see usage, cost signals, repeated requests, and potential savings without changing production traffic.
Bring Your Own Provider Keys
Customers keep their OpenAI, Anthropic, Gemini, Mistral, Azure OpenAI, Bedrock, Vertex AI, or OpenAI-compatible provider relationships.
Safe, Conservative Optimization
Safe mode applies conservative prompt optimization only when quality risk is low and skips changes when the request looks sensitive.
Proof Finance Can Understand
Dashboards, CSV and JSON exports, tenant metrics, and ROI report data separate estimated, verified, potential, and cache savings.
What KillToken does
Who KillToken is for
Measure your AI waste before you change production traffic.
The recommended first step is measure-only mode: route a small amount of backend AI traffic through KillToken, review the dashboard, then enable safe optimization and exact caching only where it makes sense.