KOL rankings

KOL ranking & evaluation

This is not a leaderboard of who is loudest. It is a research index for deciding whose methods are worth studying, testing, and adapting.

Cadence
Biweekly
Coverage
11 KOLs
Use case
Research / filtering
Core question
Who is worth deep study?

๐Ÿ“š Current rankings & archive

Design principle: ranking should guide study order, not attention farming. Prefer KOLs with clearer frameworks, stronger verifiability, and better reuse value.

๐Ÿ“ˆ Evaluation method

  • Importance (25%) โ€” originality and impact of the method
  • Operability (25%) โ€” whether normal users can actually apply it
  • Truthfulness (20%) โ€” reliability and verifiability of claims
  • Strategy value (15%) โ€” repeatable usefulness beyond one-off trades
  • Learning curve (10%) โ€” cost to understand and deploy
  • Risk profile (5%) โ€” how dangerous failure modes are

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