OpenVPN has the server IP, and the gateway IP. The gateway IP is established only after the client connects to the server and under ipconfig this openvpn gateway ip shows under the adapter: "TAP-Windows Adapter V9 for OpenVPN Connect". This becomes the new default 0.0.0.0 route on the routing table.
So with the 0.0.0.0 default route (the LAN route, not the openvpn gateway) deleted and a static route to the openvpn server I can ping it no problem. The admin openvpn portal even shows "Current Active Users: 1" when I attempt to connect, but eventually drops off. So this means I can communicate with the server, but it wont establish a connection. Why it wont is beyond me. I was able to replicate the exact same scenario in an additonal VM but with softether client and a third party vpn.
My setup is Windows in VMware, the network connection settings for VMware is "bridged", with "replicate physical network conneciton state" check marked.
Heres a picture of my network, note the .78 ip is the openvpn server:
https://i.imgur.com/zDN5gvR.png