What is the ramp rate of a battery used on the grid?
The reference suggests that the response time of most of the battery technologies is less than one second. Therefore, for grid applications, maximum physical ramp-rate can be executed by the battery storage devices will be driven by ratings of PE-converters and will be independent of the battery technology selected.

Ref.: How fast is the response time of a battery for a particular current demand?