Why not patch Android 11 or 12?

# Create AVD with Android 10 (API 29) avdmanager create avd -n patched10 -k "system-images;android-29;google_apis;x86_64"

Modify the Android 10 AOSP emulator system image so that applications cannot reliably distinguish it from a physical device.