The recommended page size is under 1 MB. Page size is important if you want your web pages to load faster. Even 1 MB can take time to download but make sure that your page weight is below that.
If your blog's page size is over 1 MB then you should compress your images, minify scripts, reduce loading of external scripts, and use cache software.
You can use tools.pingdom.com to check your total page size.