I had Firefox Focus but it started going on my nerves because it has no proper ad blocking. Since then I just set up standard Firefox to open everything in an incognito tab and I just switch to a permanent one for important stuff.
Am on Android 14 (started this with 12) and never had any issues with the URL loading in the proper tab.