Trusted Usage Index
Real Token Usage.Trusted Rankings.
Built from verified imports only. No sample rows, no inflated metrics, no fake activity.
Live Rankings
TrustMRT Leaderboard
Ranked from verified usage snapshots. No synthetic users, no mock totals.
How It Works
Simple flow from connection to verified ranking.
Connect Your Accounts
Download CodexBar, then connect TrustMRT with your GitHub account. CodexBar exports your Claude, Codex, Cursor, Gemini, and Copilot usage automatically.
Get Verified
We verify your token usage is real. Verified users get a checkmark and eligibility for the leaderboard.
Climb the Ranks
Earn tier badges from Spark to Supernova. Maintain streaks. Compete weekly and all-time.
Showcase Your Product
Top users can feature their SaaS, tool, or project right on the leaderboard. Maximum visibility.
Secure Integrations
We support OAuth and API-key based provider connections. Credentials stay server-side and are never shown on public leaderboard pages.
Claude / Anthropic
LiveOAuth connection to Anthropic billing API. Reads token usage per model.
OpenAI / Codex
LiveConnect via OpenAI API key. Pulls usage from the billing dashboard.
Cursor
LiveReads usage stats from Cursor's billing page via secure OAuth.
Google Gemini
LiveGoogle Cloud billing integration for Gemini API token counts.
GitHub Copilot
LiveGitHub App integration to read Copilot usage telemetry.
CodexBar
Coming SoonImport from CodexBar's monitoring dashboard for cross-provider tracking.
Helicone
Coming SoonPull verified usage stats from Helicone's LLM observability platform.
LangSmith
Coming SoonIntegrate with LangSmith to import traced token usage.