All thumbnails should have a consistent style, some deviations are possible, but your brand style should be there. It is what makes your videos recognizable even beyond YouTube.
If you aim at making a reputable channel, thumbnails should be minimalistic and consistent.
For youth entertainment channels, thumbnails can be bright and colorful, sometimes even garish.
The rule of thumb here is to make video thumbnails recognizable by following your own unique style.