On a published node page, all the Blocks configured in any regions(with specific context) are available.
But on the preview page, the same blocks are not available.
Example:
Lets say you have configured a block to be available in all Article pages. This block is available on all published article pages.
When you edit the article and check the preview, you dont see the blocks which is supposed to be shown on any article page.