Recently, I've been looking at a bunch of address profiles/label clustering, talking about "smart money" and "studio wallets." I can only say: they can be referenced, but don't treat them as gospel... On-chain stuff is too easy to "perform." Changing the shell, using a relay, or even deliberately making a few opposite trades can make the labels look very convincing.

The signals I really care about are actually quite simple: when the same wave of money comes in, whether the depth has been gradually thinned out, or if a sudden slip point becomes sensitive; and the technique of several consecutive transactions happening around the same time, pushing in the same direction, like setting a rhythm. The kind of inflation + studio + coin price spiral in on-chain games, no matter how "clean" the address looks, ultimately liquidity speaks first. Anyway, I now prefer to split orders slowly rather than fight robots head-on; rushing is pointless.