I played and enjoyed both Sea of Stars and Chained Echoes and they're obviously going to be compared frequently (I've done it myself), but I don't really think your opinion on one is a great predictor of whether you'd like the other. They're fairly different games despite sharing a genre and sources of inspiration.
Chilly McFreeze
https://i.imgur.com/UYamul2.gif