From Leaderboards to Model Profiles: A Deep Dive Evaluation of LLMs for Agentic Coding

Beyond the resolve rate Imagine plugging two LLMs from different frontier labs into the same coding agent and finding that they solve exactly the same number of benchmark tasks.