Training an Agentic Router for Optimal Cost-Performance on SWE Tasks (opens in new tab)

On most enterprise tasks, model quality is not a scalar. One model is better at long-horizon repository exploration. Another is better at small, surgical patches. A third has stronger general reasoning but higher latency or cost. The right model depends on the task, the environment, and the failure mode that matters.