2026-01-02 06:22:41

StandX's daily update + vault mode indeed attracted me to participate long-term, but recently Kaito's leaderboard ranking has been continuously declining, and now I can't even find my name. It's a bit strange that users with lower points and fewer posts are actually on the leaderboard, which makes me suspect that there might be an issue somewhere.

Based on my situation, I should be among the first users in the entire network to do real trading in the vault and have the highest deposit amounts. If the leaderboard is calculated based on actual contribution, my ranking shouldn't be declining like this. Maybe the calculation logic of the leaderboard needs optimization, or there is a delay in data synchronization? Have other users encountered similar situations?

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BrokeBeans

· 6h ago

I think the ranking algorithm really needs to be checked. Why are the data reversed instead?

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YieldHunter

· 7h ago

nah this ranking algo is sus... if you look at the data, the correlation between actual contributions and leaderboard placement is basically non-existent at this point. early adopters getting ghosted while randoms climb? textbook ponzi mechanics tbh. technically speaking, either there's a sync lag or someone's cooking the numbers. degens gonna degen i guess.

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CryingOldWallet

· 7h ago

Laozi's ranking has dropped too, but the points are still there and the data hasn't changed. It feels like the leaderboard algorithm has directly collapsed...

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