Paste any prompt below — your real system message, RAG context, code-review instruction, agent loop step, anything. Pick a model. Click Compare. You'll see the actual before/after token count from our production compactor — same code that runs on every customer's LLM call.
881 chars · ~221 tokens · Sample prompt pre-loaded so you can click Compare immediately.
Default 300 · adjust to match your real usage
The same compactor you just saw runs on every paying customer's LLM call. One environment variable to switch on — one to roll back.