Lately, I've been monitoring on-chain data and started to doubt my own eyes: clearly seeing a large transfer "just happened," but then after a while, it only shows up somewhere else, and the times don't match. Thinking about it later, it's normal, right? What you're seeing isn't necessarily the chain itself; it's the node/RPC you're connected to responding back. It might be queuing, rate-limiting, or even using outdated caches; index sites are more like "translators," organizing the data before showing it to you, so it looks clear but is naturally a bit slow.



Recently, with a bunch of testnet incentives and token expectations, everyone in the group is guessing whether the mainnet will issue tokens. I saw some people taking "on-chain proof that I was the first to run/first to push" as evidence... Honestly, if the data source is half a beat slow, you think you're chasing the truth, but you're actually chasing someone else's replay.

My current plan is: for the same transaction, compare it at least across two different RPCs and one block explorer before deciding whether to make a move. What nodes/indexes do you usually use that are more stable?
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