Loading rankings…
Loading rankings…
Vibe coding vs yield coding
| Feature | SigRank | vibe-island |
|---|---|---|
| What it measures | Operator yield scoring | Vibe coding platform |
| What it tells you | How efficiently you compound signal | How the vibes felt |
| Leaderboard | Yes — ranked by Yield, class tiers | No |
| Platform coverage | Claude Code, Cursor, Copilot, Gemini, 15+ | Limited |
| MCP server | Yes | No |
| Privacy | Token counts only — never prompt content | Token counts only |
vibe-island is a vibe coding platform. SigRank scores the yield of your coding sessions. Vibes are feelings; yield is measurement.
SigRank's Yield (Υ) metric measures the architecture of your token cascade — is signal compounding, or are tokens burned? That's the question vibe-island can't answer.
vibe-island is a vibe coding platform. SigRank scores the yield of your coding sessions. Vibes are feelings; yield is measurement. SigRank's Yield (Υ) = (cache_read × output) / input² measures cascade efficiency.
Yes. They're complementary. Use vibe-island for its function, and run sigrank submit to publish your cascade score to the leaderboard.
Yield (Υ) = (cache_read × output) / input² — token-cascade efficiency from real sessions. Works across Claude, GPT, Gemini, Cursor, Copilot, and any AI coding tool.
Visit signalaf.com/score to enroll and submit your token telemetry. SigRank will compute your Yield, your rank, and your operator class. Token counts only — never prompt content, never code.
Stop vibing. Start yielding.
Check my Yield