I've taken to buying SACDs when possible. The format supports higher dynamic range, but that barely matters. The mix is the bigger issue and SACD mixes are often better.
Note you need an SACD player.
And also note this only applies for playing on a proper HiFi or with good headphones at least.
In your car, etc you probably want the compressed mix.