I already tried to analyze the data by myself and found differences. But I have absolutely no clue why the difference is there.

JavaScript yes-but...

Yes, they use JavaScript and there is an onclick.handler for the login.

But, you can log in without JavaScript and I did that using the browser.

I didn't want to dump the data here unless it's necessary. I think I will first try the SHell-approach...