1) It's generally safer to buy from different shops to minimize the risk of getting a bad batch of HDDs.
2) Spreading out your purchases over time can also be beneficial for the same reason. Plus, it gives you time to test each HDD before buying more.
Remember, RAID is not a backup solution, so always ensure you have a proper backup strategy in place.