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 10.10.3 (Docker)
Ubuntu 24.04 LTS
Intel i3 12100
Intel Arc A380
OS drive - SK Hynix P41 1TB
Storage
3x WD Red Pro 6TB CMR in RAIDZ1 (JF Library)