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Why Comparing Penetration Test Results Year Over Year Is Often Misleading

This guide helps you decide how to interpret year-over-year penetration test results responsibly. It explains why periodic testing is valuable, why simple comparisons are often misleading, and how to use repeated testing to support improvement without drawing false conclusions.

How organizations typically get this wrong

Treating year-over-year vulnerability counts as performance indicators. Assuming a “cleaner” report implies reduced risk without examining what changed. Ignoring differences in scope, access, or testing depth between engagements. Using penetration test results as executive KPIs. Mistaking consistent reporting format for consistent measurement.

How penetration testing fits

Penetration testing evaluates specific systems or applications within a defined scope. It is best used when the goal is to validate technical controls or identify exploitable weaknesses.

How attack simulations and red teaming differ

These approaches test how the organization responds to realistic attack paths that span people, process, and technology. The emphasis is on exposure and response, not individual findings.

Choosing the right approach

The right choice depends on readiness, clarity of ownership, and how results will be used. In many cases, starting smaller produces more useful outcomes.

What to do next

Continue periodic testing based on risk, sensitivity, and exposure. Compare results only when scope, assumptions, and depth are materially similar. Track progress at the level of specific findings and attack paths, not aggregate counts. Use repeated testing to validate remediation and uncover new exposure, not to produce scorecards. Frame year-over-year differences as signals that require explanation, not as conclusions.

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