An endpoint saturates because individual requests are expensive. The team needs evidence before choosing larger hardware. Which approach best fits?

1. Use shadow evaluation with controlled data handling.
2. Profile serving work and benchmark suitable resource configurations.
3. Use a controlled canary or traffic-split rollout.
4. Maintain suitable minimum serving capacity.