What is the difference between a primary metric and a guardrail metric?

Tests whether you distinguish success criteria from safety checks in experiments. A strong answer defines primary metrics as the target outcome, guardrails as protective thresholds, and gives a concrete scenario where a primary lift does not justify shipping…
Tests whether you can separate the success metric you optimize from the safety metrics you protect in A/B testing. A strong answer defines the primary metric as the target business outcome, defines guardrail metrics as thresholds that must not degrade, and walks through a concrete scenario where a primary metric lifts but a guardrail metric drops enough to block the launch. Red flag: treating guardrails as nice-to-have secondary outcomes rather than hard constraints, or conflating them with secondary success metrics.
Read the original → statsig.com
- #experimentation
- #metrics
- #a/b testing
- #product judgment
- #statistics
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