Contributors
Tiers, certificates and real benefits, earned only through verified work. A badge here proves skill, not activity.
| Contributor | Tier | Points | Hire |
|---|---|---|---|
| Ravi (demo) @ravi-builds | Contributor | 430 | Available |
| Ana (demo) @ana-evals | Contributor | 165 | — |
| Lee (demo) @lee-rag | Contributor | 45 | — |
| Kenji (demo) @kenji-mlops | Contributor | 30 | Available |
Category rankings
Top contributors: AWS Bedrock
No verified work yet.
Top contributors: Google Vertex AI
- Ana (demo) · 30 pts
Top contributors: Direct API
- Ravi (demo) · 170 pts
- Ana (demo) · 30 pts
- Kenji (demo) · 30 pts
Top contributors: Azure AI Foundry
No verified work yet.
How points are earned
| POC reaches Reproduced badge | 50 |
| POC reaches Editor-verified badge | 100 |
| Reproducing someone else's POC (matching results) | 30 |
| Video accepted and linked to a version | 20 |
| Accepted correction to a release page | 15 |
| Build challenge finalist / winner | 75 / 200 |
Raw uploads, likes and comments earn no points. Points on a POC stop counting when it is marked Outdated, until it is re-run.
Tiers and benefits
| Tier | Requirement | Benefits |
|---|---|---|
| Contributor | First verified contribution | Public profile, contributor badge |
| Verified Practitioner | 300 points, 3+ categories or 1 deep category (200+) | Free Pro tier, early access to new features, category badge |
| Expert | 1,000 points + editor review | Featured in digest and creator kits, invited to review POCs, paid reproduce bounties |
| Fellow | Invite-only, sustained quality | Paid editorial or reviewer role, speaking at platform events, advisory input on test suites |
Anti-gaming rules
- Points only after independent reproduction or editor verification.
- Reproductions from linked accounts or the same organization do not count.
- Undisclosed vendor sponsorship removes points and tier status.
- Public audit trail for every badge and certificate.