Reproducible data

The website is a view, not the authority

Factory state, token state, PancakeSwap reserves, and contract events are read directly through public BNB Chain RPC endpoints with visible progress and block context.

No fabricated rankings

A ranking remains empty until the required confirmed data and comparison window are available.

Bounded reconstruction

Historical reads use chunked block ranges, batching, cancellation, local-browser caching, and reorg checks.

Methodology

Every discovery label and ranking defines its inputs, window, exclusions, and supply denominator.