Untuned 27B model beats tuned 75B model in agentic tasks

An untuned 27B LLM passed all agentic tasks in 6-9 tool calls, while a tuned 75B model needed hand-tuning and twice as many turns. The result highlights efficiency gains from smaller models in agentic workflows.