Tokoscope — See Inside Your Token Usage
LLM token optimization<br>See inside your<br>bloated prompts.
Tokoscope audits, compresses, and monitors your LLM token usage so you ship leaner prompts and smaller bills.
Join the waitlist →<br>See how it works
Token usage · last 24h<br>live
chat/completions
1.2M
embeddings
640K
after tokoscope
440K
$1,430 monthly burn
63% waste flagged
$520 projected savings
40–70%
of tokens in average prompts are waste
$0.003
per 1K tokens adds up fast at scale
3x
typical reduction after prompt compression
What it does
Full visibility between<br>your app and the API.
Drop in one SDK line. Tokoscope sits in the middle, tracks every call, and shows you exactly where money is leaking.
🔭<br>Prompt inspector
Scans your system prompts and inputs for bloat — repeated instructions, redundant context, unnecessary preamble — and scores each one.
Smart caching
Detects semantically similar requests and serves cached responses. Near-identical prompts stop hitting the API twice.
✂️<br>Auto-compression
Rewrites verbose prompts to their minimum effective form without changing intent. Ships leaner, costs less, still works.
📊<br>Cost attribution
Break down spend by feature, endpoint, user, or team. Know which part of your product is burning the most — and why.
🚨<br>Budget alerts
Set spend thresholds per workspace or per key. Get notified before costs spike, not after the invoice lands.
🔌<br>Any LLM, one SDK
Works with OpenAI, Anthropic, Gemini, Mistral, and any OpenAI-compatible endpoint. One integration, full visibility.
Dead simple setup
Two lines.<br>Full visibility.
Wrap your existing client. No infrastructure changes. Works in Node, Python, or any HTTP stack.
Get API key →
app.js
// Before<br>import OpenAI from 'openai';<br>const client = new OpenAI();
// After — that's it<br>import { wrap } from 'tokoscope';<br>const client = wrap(<br>new OpenAI(),<br>{ apiKey: 'ts_live_...' }<br>);
// All your existing calls, unchanged.<br>// Tokoscope handles the rest.<br>const res = await client.chat<br>.completions.create({<br>model: 'gpt-4o',<br>messages: [...]<br>});
Pricing
Pay less than you save.
Tokoscope pays for itself. If it doesn't cut your LLM bill, cancel anytime.
Free
$0
forever
✓ 500K tokens / month monitored
✓ Usage dashboard
✓ Basic prompt scoring
✓ 1 workspace
Start free
Most popular
Pro
$49
per workspace / month
✓ Unlimited tokens monitored
✓ Auto-compression
✓ Semantic caching
✓ Cost attribution
✓ Budget alerts
✓ 5 workspaces
Get early access
Team
$99
per month + usage
✓ Everything in Pro
✓ Unlimited workspaces
✓ Per-user attribution
✓ Slack / webhook alerts
✓ Priority support
Contact us
Your LLM bill is too high.<br>Let's fix that.
Join the waitlist. Early access ships this quarter.
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