How to check a Solana token creator’s history

Short answer: find the wallet that created the token, list every token it created before, and check how those ended. It is the single most predictive check available before you buy: on the launches we track, a creator with a prior confirmed rug goes on to rug ~2.3× more often than the baseline. Here is how to do it, and how to read the result honestly.

The address that paid for the transaction is often a throwaway. What you want is the wallet with authority over the mint — the creator. On a launchpad token this is usually surfaced directly; otherwise, inspect the mint account and follow the mint authority (if it is a program-derived address, walk back to the wallet that initialised it). Getting this wrong is the most common mistake: you end up checking the history of a relay wallet with no record at all.

One token tells you nothing; the sequence tells you everything. You want the full list of launches from that creator and the outcome of each: did it reach a real listing, collapse, or quietly die? On Soliscope every creator we’ve seen has a page — browse the repeat-rug leaderboard or search a token in the live feed to jump to its creator’s record.

A rug count is meaningless without a denominator. “2 rugs” from 3 launches is a very different creator from “2 rugs” from 40. Look at confirmed rugs ÷ resolved launches, and note how many launches have actually resolved — a creator whose tokens are all still young hasn’t proven anything yet either way.

For reference, across tracked launches roughly 6–8% of resolved tokens are confirmed rugs and about 2% graduate — the rest simply die. Current numbers are on the statistics page. That is the bar any individual creator’s record should be judged against.

Most creators you look up will be first-timers. This is the step people get wrong in both directions. A fresh wallet is not a clean bill of health — it is simply absence of evidence. Serial ruggers rotate to new wallets precisely so their history doesn’t follow them. Equally, a fresh wallet is not damning: most launches are from first-timers. Treat no-history as uninformative, and lean harder on the things you can still observe — supply concentration, whether the launch was bundled, and who bought early.

We publish the answer rather than asking you to trust it. Measured across 369,614 launches, counting only rugs that had already resolved before the launch being scored (so there is no hindsight):

• Creator has rugged before → the new launch rugs ~2.3× more often than baseline.
• Creator has graduated a token before → modestly better graduation odds, but it does not predict short-term price.
• The funder-chain (“rug factory funder”) signal came out neutral under the same test, so we deleted it.

Full numbers, method and caveats: our methodology. These are honest, modest edges — a 2.3× shift in odds, not a guarantee.

It shifts probabilities; it does not decide outcomes. A clean creator can still fumble a launch, and the base rate is brutal regardless of who is behind it — most tokens fail. Pair the creator check with the mechanical ones: mint and freeze authority, Token-2022 extensions, and holder concentration.