Rim world is amazing.. in my opinion it needs an award. Dont let the top down blocky style graphics deter you, try get into the mechanics and create a colony.. its epic, and quite difficult. It will suck your time away.
Stardew Valley - some people really enjoy it. I played it for a bit then got bored of the monotony of it. Rather go with Rimworld.
Factorio - Not really a survival game, but requires you to setup a factory, top down style, with tons of mechanics and logic and mods. Mine raw resources, process them, refine them, setup production lines... its incredibly addictive, and if you are at all logically minded, and enjoy setting up processes/systems then this will hook you.
Osiris New Dawn - Sorta get in and out of this game. Play it, wait for a patch, then play it again. But I have to say, its a pretty good game already. Needs work still, but its definitely something to check out and keep an eye on.
Astroneer - Fun for a few hours, then youve pretty much done everything. They need to add objectives and reasons to actually setup on other planets. However, the gameplay is really good, runs well, looks great.
Planet Nomads - not out yet, but keep an eye on this, going to be really good I think.
Life in a bunker - ya, sorta nice idea, but gets boring quickly.
Subnautica - Single player only, but really cool. I enjoyed it right until I ran out of content. Havent played for a few updates, waiting for more content then will do it again. Surprisingly a really decent game and I had my doubts initially.
