What makes it longer or shorter
The isolation type, the size of the image and the size of the sandbox all change the start time. Starting from a snapshot is usually faster than starting from an image, because the setup has already been done.
When it matters
It matters when a person waits for the result, for example in a chat that runs code. It matters less for a long job that starts once.