Some languages do at least one thing particularly well, setting the standard in that regard. Some introduce or popularize new concepts that slowly see adoption elsewhere. Several make you think about programming in a different way. Some just have an overall elegance, unity, consistency or simplicity of design that make the whole greater than the sum of the parts.
Languages that check at least one of those boxes for me include C, C++, Lisp, F#, Haskell, Lua, Python, Elm, APL, SQL, ISPC and Rust (I don't claim to be an expert in all or even most of those languages). Other languages that seem interesting / different but I know almost nothing about include Erlang, Clojure, Smalltalk, Prolog, Forth, Coq, Idris and Kotlin. By contrast I've not really seen anything in Java that checks any of those boxes and isn't done better elsewhere (admittedly sometimes by languages that came later like C#).