Pick model tiers for 2 million support tickets

Your Python pipeline will sort 2 million support tickets into 12 routing buckets. One bucket is escalations, about 3% of tickets, and for those it also drafts a careful apology to the customer. A teammate proposes calling the largest, most capable model for every ticket, to keep things simple.

What is your read on that, and how would you set up the pipeline?