Due to the way tabs work, it is not possible to have all tabs closed at the same time. One tab will always remain open.
However, you can have all panels closed when using the Accordion layout.
To enable this:
Go to Apps → EasyTabs → Settings → Responsive, select the Accordion layout, and choose All panels closed under the Default View option.