In a multi-cluster virtual warehouse, the number of credits billed is primarily determined by the warehouse size and the number of clusters. The warehouse size refers to the specific configuration and resources allocated to the warehouse, which directly impacts the credit consumption. The number of clusters affects billing because each cluster utilizes additional resources, increasing the total credit consumption. Cache size, volume of data processed, and number of queries executed do not directly determine the number of credits billed in this context.