Research

What our trading engine finds while it works: on-chain audits of prediction-market behaviour, execution microstructure, and the trades that reliably lose money. Every number traces to public data you can pull yourself.

We publish negative results and measurement traps — including our own losses. Findings that would stop being true if everyone knew them stay in the engine.

2026-07-27 · ON-CHAIN AUDIT

Big Money Isn't a Signal: 109,000 Whale Prints on Polymarket, Audited

We found the copy-traders on-chain — 182,355 buys within 60 seconds of a whale print, median ticket $10 — and every cohort lost after fees. The cost isn't slippage (half a cent); it's delay. Plus: why leaderboard win rates are inflated by ~40 points, why only 2 of the 300 biggest wallets actually forecast, and the market's one price band that tests net-positive.

109,460 whale prints $880.8M notional 1.94M-trade tape 300 wallets profiled incl. our own −20.3%
Read the full audit →
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