Issues with cron job - Wordpress
Are you sure that the path to cron.php is right on the new server? I recently had to set it up again on the new host (SiteGround), and the path was slightly different. What was surprising was that, by all indications, the cron job was executing successfully, but it silently didn't run the CiviCRM jobs. I still don't have a good answer on that.

In cPanel, you can go into File Manager and check the path.