An organization needs to compare a candidate agent version with the current version. Which approach best supports a fair decision?

1. Compare only the number of instructions
2. Use easier cases for the candidate because it is newer
3. Accept the candidate if it produces longer answers
4. Run both against the same validated test cases and compare outcome, action, and failure measures