So I tried winscp and either that was not working. But the error from winscp gave me an answer where the problem is. It said something about that initial packet is too big for SFTP. It turned out, that the problem was neofetch command I was running while opening terminal. When I deleted that, it works in FileZilla and in winscp as well. Thanks for pointing me to winscp that gave me the answer.
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