CCgather

What is CCgather?

CCgather is a Claude Code leaderboard site that helps AI-first developers track and compare Claude Code usage. It presents global rankings and shows where a user ranks by usage metrics such as sessions, costs, and tokens.

The core purpose is to make individual Claude Code activity visible—both in a global view and by country—so users can monitor their progress and compare it with others.

Key Features

• Global Claude Code leaderboard: View worldwide rankings to compare your position against other users.
• Country-level rankings: Switch the leaderboard scope to compare performance within your country.
• Auto-synced ranking updates: Usage is tracked and synced automatically, reducing manual bookkeeping.
• CLI-based setup: Start tracking by running npx ccgather from the command line.
• Usage history and summary: Access an all-time view plus usage history such as average daily tokens (as shown on the page).
• Rank context (levels): Display a level/legend range (e.g., “Legend (Lv.7)” with a stated token range) to interpret where ranks fall.

How to Use CCgather

1. Sign in (the page indicates “Quick OAuth login”).
2. Install and run the CLI using npx ccgather.
3. Let auto-sync track activity so your leaderboard entry updates without manual uploads.
4. Review the leaderboard to see your global rank and, when available, rankings by country and your usage history.

Use Cases

• Track personal progress over time: Monitor how your Claude Code sessions, token usage, and costs evolve (including all-time and average daily figures).
• Compare yourself to peers globally: Use the global leaderboard to understand how your rank changes relative to other AI-first developers.
• Benchmark within a country: Check the country-specific leaderboard to see how your usage compares to developers in your region.
• Validate onboarding and consistency: After starting with the CLI, observe whether auto-sync correctly reflects ongoing sessions in your ranking.
• Set goals based on rank thresholds: Use the shown level/legend ranges (e.g., token range for “Legend”) to decide what you want to reach next.

FAQ

How do I get started?

Sign in (via OAuth as indicated on the page) and then run the CLI command npx ccgather to begin tracking.

Does CCgather require manual syncing?

The page states that usage tracking includes auto sync, implying that updates happen automatically after setup.

Can I view rankings by country?

Yes. The leaderboard supports both Global and by country views.

What metrics are shown on the leaderboard?

The page shows columns including User level, Costs, and Tokens, along with sessions and an usage history section.

Where can I see my usage history?

The page includes an “Usage History” area with an all-time view and an average daily tokens figure; it also links to view the full leaderboard for more details.

Alternatives

• Other AI coding dashboards / analytics tools: Look for tools that track coding activity or model usage locally and summarize it with charts; these may emphasize analytics over public ranking.
• Team or self-hosted usage logging: Instead of a public leaderboard, some teams use internal telemetry to track token usage, costs, and sessions for governance and productivity.
• General developer leaderboard platforms: If you mainly want competitive tracking, consider platforms that rank activity or contributions, though they may not be specific to Claude Code metrics.
• CLI-based telemetry for model usage: Alternatives in the same category are command-line tools that collect and report usage metrics; they differ by whether they publish global rankings and how they interpret levels.