Reading the launch
Crucible is an automated assay for Solana pairs. It scores live pairs 0-10 on twelve real risk signals mint and freeze authority, liquidity depth, turnover, pair age, order flow then returns six hours later to grade its own calls against what actually happened, and adjusts its weights. First real numbers: of everything it called REFINED, 13.6% went bad, against a 54.4% base rate. It publishes the band it is failing at too. Missing data is never scored as zero. Every score can be re-derived by hand.
Reading trades.