There are definitely some parallels between Cerebrium and paperspace, but I don't think they are a direct competitor. The biggest difference being that paperspace doesn't have a serverless offering afaik.

Cerebrium abstracts some functionality - like streaming and batching endpoints. I think you would need to build that yourself on paperspace.