[FEATURE] Opt-in community stats / leaderboard for usage comparison

Resolved 💬 2 comments Opened Feb 5, 2026 by iAmMejo Closed Mar 5, 2026

Preflight Checklist

  • [x] I have searched existing requests and this feature hasn't been requested yet
  • [x] This is a single feature request (not multiple features)

Problem Statement

The /insights command provides great personal usage stats, but there's no way
to see how your usage compares to other Claude Code users. It's hard to know
if you're using the tool effectively or what patterns power users rely on.

Proposed Solution

Add an opt-in community stats feature where users can:

  • See their percentile rankings (e.g., "You're in the top 10% for sessions

this month")

  • View an anonymous leaderboard of aggregate stats (sessions, commits,

messages, tool usage)

  • Optionally participate publicly or stay anonymous
  • Privacy would be strictly opt-in, with no sensitive data shared - just

aggregate counts.

Alternative Solutions

Instead of a live leaderboard, Anthropic could publish periodic anonymized
"state of Claude Code" reports showing aggregate community patterns - average
sessions, most-used tools, common workflows, etc. Users could compare their
own /insights against the community averages.

Priority

Low - Nice to have

Feature Category

Other

Use Case Example

As a heavy user (~2,000 sessions, 54k messages, 600+ commits), I'd love to
know how my usage compares. Am I in the top 1%? Top 50%? Seeing that power
users rely heavily on Task agents, for example, might encourage others to try
those workflows.

Additional Context

This is more of a fun/community-building feature than a critical need, but
gamification and social comparison can be strong motivators. Even a simple
percentile badge in /insights would be cool.

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