What is the best format settings to store a physical music?

I did look at Flac but the data is almost the same size as the uncompressed Wav and none of my devices or self hosted services seem designed to play flac files. Everything gets converted.

What are people using?

Flac 44.1 16bit level 3. Host with something that meets your needs. I have my files in jellyfin and navidrome and can then access the library remotely either through jellyfin web client, navidrome web client, substreamer, Finamp, kodi, etc. but this way if another amazing format comes up down the line I will always have my library in a good state to transcode from. Tag and sort everything with beets.io (or musicbrainz picard is great, I just like that beets is cli). This results in a library I can access on my phone, laptop, tv, carplay, etc

Technically you could go for 24bit but imo the extra file size isn’t justified. though one could make that argument for flac vs 320cbr mp3, transcoding 320 mp3 is more likely to create artifacts, thus the reason for keeping around flac

Alac may be easier for you if you use mac

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