Steel bearings fail in ways that are entirely predictable. They corrode in wet or chemical environments, they generate heat at high speed, and they need constant lubrication to survive. Ceramic bearings solve most of those problems, but “ceramic bearing” isn’t one material. Zirconia, silicon nitride, and alumina behave differently enough that picking the wrong one can mean choosing a bearing that’s technically ceramic but still wrong for the job.
Here’s how the three actually compare, so you’re specifying based on what the application needs rather than just “ceramic vs steel.”