During backup and you get an error saying Backing up everything else failed the backup is timing out on your themes/plugins/uploads/others files. This sometimes happens when customers have either a large number of files or extremely large files. This is very easy to do but might take a few attempts to find the correct number. Changing this setting impacts the backup performance a bit so we want to try to find the highest number possible that will allow the backup to complete successfully.
In the settings section of WPBackItUp look for Batch Size then Others Batch Size, The default value is at 500 decrease the value from 500 to 400 and run the backup again hopefully this will resolve the issue but if it doesn't then try 300, 200 or 100 until you find the correct number that will allow the backup to complete successfully. Click Save and run a backup.