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 No.87608

I’ve noticed more fans talking about probabilities and percentages lately, especially around Champions League qualification. A friend of mine sent me a screenshot of some stats during a game, and it kind of killed the mood because football doesn’t always feel that predictable. With Liverpool, I feel like they often outperform expectations in Europe. So I’m curious if these probability models actually tell us something useful or if they’re just numbers for debate.

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 No.87615

Personally, I don’t think probabilities are meant to replace watching the games, just to add context. When I checked https://www.empireofthekop.com/2025/12/11/liverpool-champions-league-last-16-probability/, it didn’t come across as hype but more as a realistic snapshot of where Liverpool stand right now. I’ve followed them long enough to know that pressure nights often bring out something extra, which stats alone can’t fully capture.

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 No.87621

Just reading along here and enjoying the discussion. Football has changed a lot with data becoming part of everyday conversations, and not everyone likes it. Still, it’s interesting how fans balance emotion and analysis when talking about their teams.

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