For an agentic workload, I'd compare cost per successfully completed task rather than token price alone. Tool round trips, retries, schema failures and repair attempts can erase a large input-price advantage. A small representative eval set with fixed acceptance criteria gives a more useful comparison than running each model on a single prompt and comparing the token bill.