Example. Cost-balanced evaluation cells [ftip-00GI]

A paired run can spend \(B=100\) units as 40 units of inference, 20 of evaluator calls, and 40 of audit. Replacing 10 inference units by 10 audit units preserves the budget, but changes the cell and must not be described as the same inference protocol.