This seemingly great feature is loathed by some as well as slowing down Safari and your system. While there is no easy way to turn it off, you can stop it from being your startup page and opening when you launch Safari. Just go to Safari>Preferences>General and change the popup menu for “New windows open with: and New tabs open with: to something else like “Empty Page.”