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The CLI vs the operator score
| Feature | SigRank | opcode |
|---|---|---|
| What it measures | Operator cascade yield score | AI coding CLI |
| What it tells you | How efficiently you compound signal | What the CLI executed |
| 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 |
opcode is an AI coding CLI. SigRank scores the operator using any CLI. The tool isn't the skill; the yield is.
SigRank's Yield (Υ) metric measures the architecture of your token cascade — is signal compounding, or are tokens burned? That's the question opcode can't answer.
opcode is an AI coding CLI. SigRank scores the operator using any CLI. The tool isn't the skill; the yield is. SigRank's Yield (Υ) = (cache_read × output) / input² measures cascade efficiency.
Yes. They're complementary. Use opcode 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 measuring the CLI. Start scoring the operator.
Check my Yield