TL;DR



SWE-bench is saturated. The benchmark that defined the category is now a solved problem — top agents score in the high-80s, and the marginal gains between them are statistically meaningless.

The market has fragmented into four categories — terminal agents, AI-native IDEs, cloud-hosted autonomous engineers, and open-source frameworks —...