How determine casino reliability long-term?

I have been researching online casinos for quite a while, but I still feel overwhelmed by the number of platforms available, so I would like to ask how experienced players usually determine whether an online casino is genuinely reliable and safe for long-term play, especially when you want consistency rather than quick wins?