Unable to answer, as it varies.
However, you should be able to see at least 50% time reduction by using a SSD instead of a traditional hard drive.
You might consider using a M2, the usual SATA BUS is 6G. And M2 is 32G. Furthermore, M2 have its own read and write speed, the faster the reading speed, the faster the boot time