Cost, Latency, and Model Selection Tradeoffs

Not every step of an agent's task needs your most powerful, most expensive model. Production systems typically mix models: a fast, cheap model for simple classification or routing steps, and a stronger model reserved for the steps that genuinely require deep reasoning. Agent loops can also multiply costs quickly, since each step may involve its own model cal...