Methods, systems, and devices supporting techniques for memory system configuration using a queue refill time are described. A memory system may receive a command from a host system and may add the command to a command queue including a set of commands to be executed by the memory system. The memory system may determine a queue refill time of the command queue using measurements for at least one queue tag of the command queue and may adjust at least one resource of the command queue in response to the determined queue refill time. In some examples, the memory system may reallocate processing or memory resources previously allocated to the command queue, deactivate processing or memory resources previously allocated to the command queue, adjust a threshold queue depth for the command queue, or any combination thereof, among other options, based on the queue refill time.