Tokoscope audits, compresses, and monitors your LLM token usage so you ship leaner prompts and smaller bills.
Drop in one SDK line. Tokoscope sits in the middle, tracks every call, and shows you exactly where money is leaking.
Scans your system prompts and inputs for bloat — repeated instructions, redundant context, unnecessary preamble — and scores each one.
Detects semantically similar requests and serves cached responses. Near-identical prompts stop hitting the API twice.
Rewrites verbose prompts to their minimum effective form without changing intent. Ships leaner, costs less, still works.
Break down spend by feature, endpoint, user, or team. Know which part of your product is burning the most — and why.
Set spend thresholds per workspace or per key. Get notified before costs spike, not after the invoice lands.
Works with OpenAI, Anthropic, Gemini, Mistral, and any OpenAI-compatible endpoint. One integration, full visibility.
Wrap your existing client. No infrastructure changes. Works in Node, Python, or any HTTP stack.
// Before
import OpenAI from 'openai';
const client = new OpenAI();
// After — that's it
import { wrap } from 'tokoscope';
const client = wrap(
new OpenAI(),
{ apiKey: 'ts_live_...' }
);
// All your existing calls, unchanged.
// Tokoscope handles the rest.
const res = await client.chat
.completions.create({
model: 'gpt-4o',
messages: [...]
});
Tokoscope pays for itself. If it doesn't cut your LLM bill, cancel anytime.
Join the waitlist. Early access ships this quarter.