1. Choose "Preferences..." from the Safari menu bar.
  2. Navigate to the "Search" tab
  3. Un-check the "Include search engine suggestions." check box.
  4. Un-check the "Preload Top Hit in the background." check box.
Disable Safari Search Suggestions.