Everyone’s been talking about ETFs, macro stuff, and how the U.S. stock market has dragged everything down lately. The more I look, the more I feel that sometimes you really have to lower your head and check those cold, on-chain data—you can actually tell more from that.

For example, a certain project releases milestones every day, and the community feels like it’s celebrating a New Year. But if you take a glance at their treasury wallet, or the flows of those so-called “partner” addresses—well, some teams really are doing work. They use treasury funds to build the ecosystem, buy liquidity, and even carry out contract interactions that look confusing to you but clearly involve real technical investment. But others… they just seem like they’re keeping accounts. Their spending curve looks like a roller coaster—every time they hit a milestone, they “transfer out.” They call it “operating costs,” but when you go back and look at their so-called “technical breakthroughs,” it’s all empty churn.

I usually look at a few things: first, whether they have stable and ongoing gas-fee spending; second, whether those “cross-chain” and “bridge” operations actually involve deploying contracts, or whether it’s just back-and-forth shuffling. In plain terms, telling real work from fake is more reliable by looking at the on-chain spending frequency and direction than by reading PPT slides.

Anyway, when the market got messy recently, it actually helps filter out a bunch of projects that only rely on narratives to survive. What about you?