Comparisons

Pairs that get conflated in real conversations. Neither column wins — what decides is the situation. Each record leads with the confusion, because the confusion is the reason the record exists.

Success metric vs guardrail

What people get wrong about this pair

A team picks a success metric and wins it: checkout conversion rises because the address form lost its validation, and the failed-delivery rate doubles a month later. Without a guardrail the win is reported and the loss is discovered by support.

Success metric
Use it when

The one number that should move when the product gets better.

Guardrail
Use it when

The numbers that must not get worse while you move it.

AspectSuccess metricGuardrail
DirectionUp (or down) is the goalMust stay within a band
How manyOneA few, chosen from what the change could break
DecidesWhether to invest moreWhether to ship at all
Typical failureOptimised by gaming itNever defined, discovered by support