What is the data source? What happens if you do the same incremental refresh from Desktop? What version of Tableau Server/Online is in use?
We need more details to be of assistance here.
Alternatively, you could create a ticket with Tableau Support for assistance although this sounds like a data availability issue rather than an issue with setup.