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takuma.saito is #1 with $/1M $0.3519/M. 388 operators ranked.
Ranked by $/1M — blended cost per million tokens (lower = better). What's $/1M?
Cost efficiency — blended $ per million tokens. Cheapest compounding operators win (cache_read is cheap)
$/1M $0.3519/M — blended cost per million tokens (lower = better)
Token breakdown: 211,784,812 input · 194,452,763 output · 128,841,522,423 cache_read · 963,882,086 cache_create
takuma.saito is #1 with $/1M $0.3519/M. 388 AI users ranked. Cost efficiency — blended $ per million tokens. Cheapest compounding operators win (cache_read is cheap).
$/1M = blended cost per million tokens (lower = better). Cost efficiency — blended $ per million tokens. Cheapest compounding operators win (cache_read is cheap). 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 blended cost per million tokens (lower = better). 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.
takuma.saito leads with $/1M $0.3519/M, using multi. The leaderboard updates as new operator telemetry is submitted.
Visit signalaf.com/score to enroll and submit your token telemetry. SigRank will compute your $/1M, your Yield, your rank, and your operator class. Token counts only — never prompt content, never code.