[FEATURE] Opt-in community stats / leaderboard for usage comparison
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.
This issue has 2 comments on GitHub. Read the full discussion on GitHub ↗