Answer: B
Both the cation stability and the leaving group matter. Within a given alkyl group, bromide ionises faster than chloride (I > II; III > IV). The change from secondary to tertiary stabilises the cation far more than the change from chloride to iodide helps, so the tertiary halides lead: I > II > III > IV.