OPEN SOURCE · SELF-HOSTABLE · EVERY PROVIDER

A credit score for your company’s AI spend.

Tokenius shows what every team’s coding agents cost, what that spend produced, and exactly where you’re overpaying. Across Claude, OpenAI, Gemini, Cursor, Copilot and your own models.

Join the design partner programEstimate your savings
ORG SCORE712Good · up 38 this month
  • Platform$21 / PR · 781 Great
  • Payments$47 / PR · 664 Fair
  • Data$88 / PR · 571 Poor
TOP RECOMMENDATIONRoute Data’s test generation to a mid-tier model. Same pass rate on 400 replayed tasks. Saves $7,900/mo.
Illustrative example

AI went from a $20 seat to a meter. Most companies can’t read the meter.

23%of tech leaders spend $200–500 per developer per month on AI coding tokens
6%spend more than $2,000 per developer per month
98%of FinOps teams now manage AI spend, up from 31% in 2024

Sources: Gartner Peer Insights via Computer Weekly (2026); FinOps Foundation, State of FinOps 2026.

HOW IT WORKS

See it. Score it. Fix it.

See it

One ledger across every provider and coding tool. Spend attributed to each developer, team, repo and pull request, not one shared API key.

Score it

A 300–850 efficiency score per team, built on cost per merged PR and waste signals: runaway agent loops, context bloat, premium models on trivial tasks.

Fix it

Recommendations with a dollar figure, checked by replaying your real traffic on the cheaper option. Budgets and burn-rate alerts before month-end, not after.

ESTIMATE

What is your AI spend, and how much could you get back?

ANNUAL AI CODING SPEND$720,000
POTENTIALLY RECOVERABLE PER YEAR$108,000

A planning estimate from your inputs, not a promise. Tokenius measures the real figure on your own traffic.

Get your real number

OPEN BY DEFAULT

Run it yourself, or let us run it.

Metadata only by default: token counts, models, timings. Prompt content never leaves your network.

MIT · FREE

Collector and CLI

Any developer gets their personal score in one command.

npx tokenius score
AGPL-3.0 · FREE

Self-hosted server

The full org rollup, scoring and budgets inside your own network. Bring your own models too.

FROM $[10] / ENGINEER / MONTH

Cloud and Enterprise

Hosted, SSO, chargeback reports, savings replay, support SLAs and opt-in peer benchmarks.

DESIGN PARTNER PROGRAM

Help us build the tool you wish you had.

We’re taking 10 engineering teams of 50+ people. You get Cloud free for 90 days, a weekly call with the founder, and a direct say in what we build first.

Not ready to commit? Tell us about your setup anyway. Every answer shapes the roadmap.

Biggest pain right now

Select all that apply.