Zstd achieves considerably higher compression on some kinds of data with little to no preprocessing. LZ4 hits a compression ratio ceiling at some point - algorithmically, it's "half of Zstd" (only LZ match/literal encoding, no entropy encoding at all).

Read the LZ4 format, it's very simple and educational, I'd say beautiful. It fits in half a screen of text.