There is no single cases-per-hour number that is fair for every warehouse selector. Good performance depends on what you pick, how the work is measured, the conditions of the assignment, and whether you can work accurately and safely.
A useful benchmark is a correctly defined target for your own job, plus your trend across comparable shifts—not a number copied from another warehouse.
Why you will hear very different numbers
Two selectors may both be doing solid work while reporting completely different cases per hour. Their jobs could involve freezer products, mixed heavy cases, fragile goods, long travel, lifting and stacking, short orders, scanning or voice-picking, or equipment that changes how much travel is required.
Even a single building may give different departments different expectations. Counting physical cases is different from counting weighted cases, individual units, or order lines. Someone reporting 200 lines per hour is not necessarily doing the same work as someone reporting 200 cases per hour.
What warehouse workers are actually reporting
In a July 2026 r/Warehouseworkers discussion, selectors described differing goals, facilities and equipment—and one person said their workplace weighted cases differently by product and temperature. These are personal reports, not validated employer-wide standards or national averages.
In a September 2026 conversation about 100% performance, a worker reported that their own percentage could represent very different raw cases per hour depending on stops and driving. That is why a company-reported percentage should not be reverse-engineered from simple case counts.
Some published warehouse operations benchmark articles provide ranges for particular kinds of picking. They can provide context, but a published range is not your facility's approved standard, a guarantee of attainability, or a basis for comparing unlike tasks.
Five questions to ask before comparing pick rates
What is counted? Are you talking about physical cases, weighted cases, pieces, picks, lines or orders?
Which time counts? Does the number include travel, breaks, wrapping, staging, waiting, equipment problems or meetings?
What did you pick? Heavy versus light products, case sizes, stacking challenges, order length and travel all affect pace.
How does your system score? Is your goal a fixed cases/hour target, a percentage of an engineered standard, or a variable company score?
Were safety and accuracy maintained? A number achieved by cutting corners, missing breaks or creating errors is not a meaningful success.
Compare two of your own picking periods
This isn't a ranking against other workers. Use two shifts or shorter periods of work to check whether the numbers describe similar conditions.
What if you are new and below target?
New selectors are also learning the layout, product locations, safe pallet-building patterns and equipment. One shift is not enough to judge a trend. Ask what the site's documented ramp-up expectations are, how its clock works, and what support is available. Do not assume another worker's top rate is your starting benchmark.
The new order selector guide has a checklist for training, progress and your next rate conversation.
What if the company says you are at 80% or 100%?
First ask whether 100% is a known fixed raw rate or a score based on assigned/engineered time. If the calculation changes by order, zone or travel, there may be no single cases-per-hour value corresponding to 100%. My Pick Rate treats a worker-entered employer percentage as a reported value; it does not invent the employer's private calculation. Read the difference between cases/hour and percentage to standard.
So what should you use as your personal benchmark?
Start with your own unit and a consistent counted-time definition. Record several normal shifts in similar work areas, not just a personal record. Look at total cases divided by total counted hours across a comparable period; that gives a weighted pace rather than an inaccurate average of short and long shift rates. Use the current documented site goal when available, and check safety and picking accuracy alongside pace.
A free cases-per-hour calculator can check a single shift; the break comparison tool shows how time treatment changes the answer. For multiple shifts, My Pick Rate can help you build a private record and see how your pace changes over time.
Is a faster rate always better?
No. More physical cases per hour can reflect easier orders, shorter travel or lighter work as well as skill or familiarity. If working faster compromises safe operation, required breaks, product quality or accurate orders, it is not a goal worth pursuing. Your actual employer rules still govern performance expectations.
