29,696 B/token ctx-scaled (12 of 48 layers carry KV - full_attention_interval=4; indexer and draft KV included); weights/RS/compute are ctx-independent. 262k = 18.75 GiB total / 9.37 per card; 100k = 14.3 / 7.1. Parallel slots split the pool rather than multiplying it.