Function pick_cheap_model 

pub fn pick_cheap_model(
    reg: &ModelRegistry,
    exclude: Option<&str>,
    reqs: &[Requirement],
) -> Option<String>

Pick the cheapest registry entry that can serve a request needing reqs, excluding exclude (the agent’s own primary). None when no qualifying entry exists → caller keeps normal candidates (fail-expensive).