
Open Models Have Crossed a Threshold
LangChain's evals show open models like GLM-5 and MiniMax M2.7 now match closed frontier models on core agent tasks — file operations, tool use, and instruction following — at a fraction of the cost and latency. The post shares the benchmark results and explains how to start using these models in Deep Agents. A significant data point for teams weighing open vs. closed models for production agents.


