Roughly 30 percent of tasks in SWE-Bench Pro are broken, according to a recent review by OpenAI. The company is pulling its previous endorsement of the popular coding benchmark. This failure highlights the fragility of current evaluation sets. Developers must now seek more reliable metrics to verify model programming capabilities.