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We do run .deb/.rpm files from random websites though. And you mentioned flatpak too. Appimage is quite popular too, and afaik that doesn't have any built-in sandboxing at all.
In general with Linux sites with deb/rpm/etc files would usually include hashes for the genuine versions etc. Not to say the actual author of these could be malicious.
Even with sandboxing, they generally need access to save files/load files etc from the host environment. Where are these connections defined? Could a malicious actor for example grant their malicious appimage/flatpak more access? Genuine questions, I've never looked into how these work.
AppImages have no sandboxing as you said. They also rely on the deprecated SUID-root binary FUSE2. AppImages are bad for security but they are convenient. A malicious AppImage could for example connect to org.freedesktop.secrets and access your keychain, or run a script that places a script called "sudo" in $HOME/.local/share/bin that is preferred over the real sudo and logs a password, or encrypt your files in a ransomware attack, or exfiltrate your session cookies from Firefox or Chromium browsers.
Flatpaks on the other hand are sandboxed. IIRC Flatpaks can't access other Flaptak's data folders in $HOME/.var/app (maybe even if home access is given?), but if given access to the "home" permission they can read and write to anywhere else in the user home, so stealing session cookies from a browser or ransomware could still be possible given the right permission. Modern apps that are designed to work as Flatpaks can use the xdg-desktop-portal to access only specific files/dirs upon user request, but it is only temporary access to a file. All the ways a Flatpak can access the system are defined by its permissions, so by giving more/dangerous permissions (such as devices or full filesystem access) a malicious app can possibly escape the sandbox and access arbitrary permissions. The worst permission an app can have is access to session bus for org.freedesktop.Flatpak, which allows it to arbitrary permissions, host command execution, and access to Flatpak configuration.
There is more to xdg-desktop-portal than I said, it is quite powerful.
https://wiki.archlinux.org/title/XDG_Desktop_Portal
https://flatpak.github.io/xdg-desktop-portal/docs/
This Flatpak shows the power of portals on your system, while also requiring no permissions at all: https://flathub.org/en/apps/com.belmoussaoui.ashpd.demo
Same with this one, but it requires arbitrary permissions: https://flathub.org/en/apps/xyz.tytanium.DoorKnocker