SigRank vs whoburnedmore — Who Burned More vs Who Yielded More

Burn comparison vs yield comparison

Feature	SigRank	whoburnedmore
What it measures	Who yielded the most per token	Who burned the most tokens
What it tells you	How efficiently you compound signal	Who participated the most
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

The difference that matters

whoburnedmore ranks who burned the most tokens. SigRank ranks who yielded the most. Burn rate is participation; yield is skill.

SigRank's Yield (Υ) metric measures the architecture of your token cascade — is signal compounding, or are tokens burned? That's the question whoburnedmore can't answer.

Frequently asked questions

What is the difference between SigRank and whoburnedmore?

whoburnedmore ranks who burned the most tokens. SigRank ranks who yielded the most. Burn rate is participation; yield is skill. SigRank's Yield (Υ) = (cache_read × output) / input² measures cascade efficiency.

Can I use both whoburnedmore and SigRank?

Yes. They're complementary. Use whoburnedmore for its function, and run sigrank submit to publish your cascade score to the leaderboard.

What score does SigRank use?

Yield (Υ) = (cache_read × output) / input² — token-cascade efficiency from real sessions. Works across Claude, GPT, Gemini, Cursor, Copilot, and any AI coding tool.

How do I get my AI user score and rank?

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 comparing burn. Start comparing yield.

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