Claude Code vs. Cursor: What a Field Test Shows That the Feature Comparisons Miss

A comparison between AI coding tools Claude Code and Cursor reveals that standard benchmarks are often misleading because results depend heavily on the task type. To make an informed decision, teams should conduct a field test on their own real-world tickets, measuring the cost per successful outcome rather than just token usage. This methodology consistently shows that Cursor, an IDE-first tool, excels at interactive, line-level tasks like front-end development. Conversely, Claude Code, an agent-first tool, is superior for autonomous, multi-file jobs such as refactoring and migrations. The conclusion is that most teams benefit from using both tools and routing work based on the specific nature of the task.