stddev

How it works

Measures metric variance or jitter. High standard deviation indicates unpredictable behavior, which often precedes systemic failure.

When to use

• Detecting unstable performance despite a healthy average.
• Catching services oscillating between fast and slow states.
• Identifying micro-burst traffic patterns.

When not to use

• Metrics that are naturally volatile by design.

State explanations