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David is #1 with Op Ratio 766.69. 388 operators ranked.
Ranked by Op Ratio — cache_read : 1 : output/input. What's Op Ratio?
Operating ratio — the cache:input:output shorthand for cascade shape
Op Ratio 766.69 — cache_read : 1 : output/input
Token breakdown: 2,195,166 input · 2,167,803 output · 1,683,015,363 cache_read · 94,621,782 cache_create
David is #1 with Op Ratio 766.69. 388 AI users ranked. Operating ratio — the cache:input:output shorthand for cascade shape.
Op Ratio = cache_read : 1 : output/input. Operating ratio — the cache:input:output shorthand for cascade shape. It measures AI users — developers, coders, and operators — based on token telemetry from their real sessions with Claude, GPT, Gemini, Cursor, Copilot, and other AI coding tools.
The formula is cache_read : 1 : output/input. The score is computed from token counts only — input, output, cache_read, cache_create — never prompt content or code. It works across any AI platform: Claude, ChatGPT, Gemini, Cursor, Copilot, Windsurf, Codex, and others.
David leads with Op Ratio 766.69, using claude. The leaderboard updates as new operator telemetry is submitted.
Visit signalaf.com/score to enroll and submit your token telemetry. SigRank will compute your Op Ratio, your Yield, your rank, and your operator class. Token counts only — never prompt content, never code.