You might assume that would be true but it really isn't. Despite the much smaller market penetration of high cost high end ebikes there has been a fair few issues and recalls, here is one below;
https://electricbikeaction.com/specialized-recalls-electric-bikes-due-to-fire-and-burn-hazards/...