Published methodology vs opaque algorithms
Polywhaler ships 'Smart Money score', 'Insider %', and 'Stealth detection' as labels on the leaderboard, but the math behind these scores isn't published anywhere. You see a number; you don't see how it was computed. For traders deciding whether to copy a wallet — or analysts citing the data in articles — opacity is a problem. You're trusting the label without being able to audit it.
OrcaLayer publishes every metric end-to-end. Farmer Filter logic is in /blog/why-99-percent-win-rate-is-a-trap. NegRisk halving is documented in /docs/api. Win rate calculation is FIFO with side-level cost basis. Our numbers stay within 0.7% of PredictFolio, the niche's cross-validation reference. If you find a number you disagree with, you can read the math, point at the line, and tell us we're wrong.