A 7B searcher's sandbox-verified handoff lets a cheap coding model match a frontier model's solve rate on SWE-bench Pro at roughly one fifth the cost, while the router that picks the fixer contributes nothing on this benchmark.
Training software engineering agents and verifiers with SWE-Gym,
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Scrouting: Cost-Aware Routing of Coding Agents by Scouting the Repository First
A 7B searcher's sandbox-verified handoff lets a cheap coding model match a frontier model's solve rate on SWE-bench Pro at roughly one fifth the cost, while the router that picks the fixer contributes nothing on this benchmark.