Peak-to-Average Ratio
Autonomy Bridge · Analytical Definition
The multiple between peak daily or weekly order volume and average baseline volume, used to size automation systems and assess demand variability risk.
The peak-to-average ratio expresses how much higher order volume climbs at peak demand relative to a typical operating period. A facility with 10,000 daily orders on average and 35,000 at peak has a peak-to-average ratio of 3.5x. This ratio is a primary driver of automation sizing decisions and utilization risk. A system sized for peak must carry excess capacity during average periods, depressing utilization and weakening economics. A system sized for average throughput cannot fulfill peak demand without supplemental labor. High peak-to-average ratios (above 2.5x) favor flexible automation architectures - such as AMR deployments - that can scale fleet size, rather than fixed automation that cannot adapt to volume swings without fundamental redesign.
Related terms: demand-variability · utilization-rate · fleet-sizing