Chatted with the devs, device profiles is not a thing with the android app. Supposedly the next version will do a lot more to detect device support to address this issue.
Jellyfin 10.10.7 (Docker)
Ubuntu 24.04.2 LTS w/HWE
Intel i3 12100
Intel Arc A380
OS drive - SK Hynix P41 1TB
Storage
4x WD Red Pro 6TB CMR in RAIDZ1