SigRank vs WakaTime
Token efficiency vs time tracking — Yield vs hours
| Feature | SigRank | WakaTime |
|---|---|---|
| What it tracks | AI token usage — the cascade | Coding time — hours, languages, editors |
| Headline metric | Yield (Υ) — token-cascade efficiency | Hours coded per day/week |
| What it tells you | How efficiently you use AI | How long you coded |
| AI-specific? | Yes — designed for AI coding sessions | No — general coding time tracker |
| Leaderboard | Yes — ranked by Yield | Yes — ranked by hours coded |
| Privacy | Token counts only — never prompt content | File names, project names, time stamps |
Time spent ≠ value produced
WakaTime tells you how many hours you coded. That's useful for time management. But in the AI era, time spent doesn't correlate with value produced. An operator who uses AI efficiently can produce in 2 hours what used to take 8.
SigRank measures the quality of your AI usage, not the quantity of your time. Yield (Υ) tells you whether your AI sessions are compounding signal or burning tokens. Two operators can code for the same number of hours — the one with higher Yield is getting more value from AI.
Efficiency > hours.
Check my Yield