Token Management

Track every token, set spend budgets, and auto-throttle before costs spiral. Real-time visibility into where your LLM money goes.

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You don't know where your tokens are going

The Problem

LLM provider dashboards show total spend but not why. Which application is most expensive? Which sessions burn the most tokens? Are you on pace to exceed your budget? You can't optimize what you can't see.

The Solution

Tokonomy tracks token usage per application with per-request granularity. The dashboard shows spend by app, tokens optimized, routing decisions, and savings. Set a budget and the proxy auto-throttles when your burn rate exceeds pace.

Before and After

Provider Dashboard

Total spend this month: $247 No per-app breakdown No per-request visibility No budget controls No automatic throttling

Tokonomy Dashboard

Total spend: $31 (saved $216) App 1: $18 (2,400 requests) App 2: $9 (1,100 requests) App 3: $4 (600 requests) Budget: $50/mo — 62% used Pace: $1.03/day vs $1.67/day budget

Token savings: Full visibility

How It Works

Create applications in the dashboard, one per project or team

Connect your tools via the proxy URL. Every request is tracked automatically

View per-app spend, per-request transaction logs, and routing decisions

Set budgets with auto-throttle to prevent cost overruns

Frequently Asked Questions

What metrics are tracked?

Input tokens, output tokens, original vs optimized token counts, cost, model requested, model routed to, provider, compression percentage, and prompt hash.

Is prompt content stored?

No. Only usage metadata is retained. Prompts are processed in memory and never persisted.

How does auto-throttle work?

Set a budget and window (e.g. $50/30 days). When daily burn rate exceeds daily budget pace, Limp-Home mode activates automatically for that app.

Can I see individual requests?

Yes. The transaction log shows every request with model used, routing decision, token reduction, cost, and prompt hash.

Related Tools

Ready to start saving?

Create an account, add your first app, and swap one URL. Takes about 5 minutes.

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