Hit your usage limit? You're paying for a bar you can't see into.

Almost always: heavy models doing light work. Agentic coding tools re-read huge context on every step, and a frontier model answering simple questions burns quota that a cheaper model would handle identically. The fix starts with seeing it: scan your usage locally and the burn shows up per model, per project, per day.

Tokenokio scans your local Claude Code / Codex history in your browser — 60 seconds, free, no signup, nothing uploaded — and prices every token at API rates so you can see exactly which project and model consumed your allowance, and when your usage resets.

Stop spending plan quota on work that doesn't need it. Tokenokio's router classifies each job and sends small jobs (classify, extract, summarize) to models that cost fractions of a cent via your own API keys — saving your Claude Max / ChatGPT quota for the heavy reasoning and coding it's actually worth. Weak answers escalate automatically, so quality is protected.

Do the math before paying more: Tokenokio's plan calculator compares what your real usage would cost at API prices against what your plan costs. Heavy users often find their plan is spectacular value — the problem isn't the plan, it's what the quota is spent on. Light users sometimes find the API alone would be cheaper.

No — Tokenokio is independent. It never resells tokens, holds credits, or touches your provider accounts. Everything runs on your own plans and keys; your usage data stays on your device.