Packaging KPIs
Packaging and Warehouse KPIs: Benchmarks for Cube Utilization, Cases per Pallet and Pack Rate
The packaging and warehouse KPIs that matter, from cube utilization to damage and yield, with the levers to improve each and which figures have a cited source.
The packaging and warehousing scorecard runs on a handful of KPIs: cube utilization, cases per pallet against a design target, pack rate, first pass damage, material yield, and trailer fill. Use the ranges below as reference points for spotting a gap, not as targets, and measure each one from the actual build pattern rather than a spreadsheet ideal.
Every figure shows its basis. A superscript number links to a public source in the Sources list. Most figures here are marked no cited source: they are kept exactly as originally published because no public source stating them was found, so treat them as illustrative.
At a glance
| KPI | Typical | Strong | Basis |
|---|---|---|---|
| Pallet cube utilization | 68 to 78% | 80 to 85% (good); 88 to 92% (world class) | no cited source |
| Cases per pallet, actual over design maximum | Not stated | 95% or better (target) | no cited source |
| Pack rate, manual hand pack | 400 to 900 units per hour per operator | Not stated | no cited source |
| Pack rate, semi-automatic case packer | 1500 to 3000 units per hour | Not stated | no cited source |
| Pack rate, fully automated line | 6000 to 15,000 units per hour | Not stated | no cited source |
| Changeover on high-mix lines | Not stated | Single-digit minutes (aim) | LEI, SMED target1 |
| In-transit damage | 0.5 to 1.5% | Under 0.3% (world class) | no cited source |
| Corrugated conversion yield | 78 to 85% | 88 to 92% (best-in-class nesting) | no cited source |
| Board scrap, share of board consumed | Not stated | Under 6% (target) | no cited source |
| Trailer fill, cube or weight | Not stated | 90% or better (target) | no cited source |
Method: How the figures in this guide are sourced
A figure with a superscript number is stated by the cited source, listed under Sources with its publisher, location in the document and access date. A figure marked no cited source is kept exactly as originally published because no public source stating it was found. It is illustrative, not measured industry data. Worked examples show arithmetic only and are not benchmarks.
Cube utilization
Cube utilization is the headline metric. Typical operations sit at 68 to 78 percent no cited source, good ones run 80 to 85 percent no cited source, and world class palletized loads reach 88 to 92 percent no cited source before pallet overhang and load stability cap the gain.
The largest lever is carton right sizing, which moves cube more than any stacking change. The second lever is height.
For example, shrinking a box so its product-to-void ratio improves from 65 to 80 percent cuts the air shipped in every case, and filling the last 100 to 150 mm of an 1800 mm load height budget can add a full layer when the cases are short enough.
Know when to stop. Chasing the last 5 points past 90 percent usually costs more in handling than it saves in freight no cited source.
How to measure
- Divide the case volume on the load by the load's available volume, taken from the actual build pattern.
- Track it per SKU and per shift, not just as a plant average.
- Flag low-cube SKUs, since a single one can drag the site number down by two or three points while the rest of the mix performs.
What moves it
- Carton right sizing to cut void space.
- Using the full load height budget.
- Pallet patterns that limit overhang and gaps.
Price a right-sized carton with the Carton Cost Per Unit calculator.
Cases per pallet
Cases per pallet should be measured as actual divided by the design maximum, and the target is 95 percent or better no cited source.
Falling short usually means a pattern problem, not a math problem. Columnar stacking can leave a 0.33 case gap per row that a pinwheel or interlocked pattern would recover.
For example, a load that models at 9 cases per layer but ships at 8 is running 89 percent, since 8 / 9 is 88.9 percent, and quietly adds an extra pallet to every 8 or 9 shipped.
How to measure
- Divide actual cases per pallet by the design maximum for that carton and pallet.
- Report it per SKU.
- Recheck the pattern whenever carton dimensions change by even a few millimeters, because a 5 mm growth on a tight axis can drop a whole column.
What moves it
- Pinwheel or interlocked patterns in place of columnar stacking.
- Carton dimensions held to the pattern's design.
See how a case pack change shifts the case count with the Case Pack Quantity calculator.
Pack rate
Pack rate, in units or cases per labor hour, sets the labor line and varies by automation. Manual hand pack runs 400 to 900 units per hour per operator no cited source, a semi-automatic case packer 1500 to 3000 no cited source, and a fully automated line 6000 to 15,000 depending on product no cited source.
Benchmark against the same automation tier, not across tiers. The improvement levers are changeover time and case pack density.
Aim for single-digit minute changeovers on high-mix lines, the SMED (single-minute exchange of die) target of under 10 minutes1. A denser case from a better product orientation moves more units per pack cycle without adding headcount or speeding the machine.
How to measure
- Divide units or cases packed by labor hours on the line.
- Compare only lines in the same automation tier.
- Log changeover time alongside the rate.
What moves it
- Shorter changeovers.
- Denser case packs from better product orientation.
Turn pack rate into cost with the Packaging Cost Per Unit calculator.
Damage in transit
Damage and shrink close the loop, because a high-utilization pallet that arrives crushed costs more than a conservative one that arrives clean. In-transit damage of 0.5 to 1.5 percent is typical no cited source, under 0.3 percent is world class no cited source, and above 2 percent signals a stacking, board grade, or unitization failure no cited source.
Pallet weight and load height feed the stack strength math. A load that exceeds the safe compression on the bottom carton by even 15 percent shows up as bottom layer crush no cited source.
Stretch wrap is specified by containment force, the total force on the load at a given point. It is wrap force, or film tightness, multiplied by the number of film revolutions2.
How to measure
- Divide damaged units by units shipped, per lane and per carrier.
- Code each claim by cause: stacking, board grade or unitization.
- Check containment force on the wrapped load, not just the wrapper setting.
What moves it
- Board ECT (edge crush test) matched to stack load.
- Correct interlock for stability.
- Stretch wrap applied at a wrap force of 4 to 8 kg per revolution no cited source.
Material yield and board scrap
Material yield and sheet utilization are the upstream KPIs that decide how much you buy per shipped unit. Corrugated conversion yield of 78 to 85 percent is typical no cited source, best-in-class nesting reaches 88 to 92 percent no cited source, and anything below 70 percent means blanks are laid out one up when they could nest no cited source.
Track scrap as a percentage of board consumed and target under 6 percent no cited source. A 10 point yield gain flows straight to the material line, which is why this KPI belongs on the same board as the freight metrics rather than buried in purchasing.
How to measure
- Divide the board area in good blanks by the board area consumed.
- Track scrap as a share of board consumed.
- Report both per die and per board grade.
What moves it
- Nesting blanks instead of laying them out one up.
- Sheet sizes matched to the blank layout.
Get the measured figure with the Raw Material Yield calculator and the Sheet Utilization calculator.
Trailer and container fill
Trailer and container fill ties the pallet KPIs to shipped cost. A 53 foot dry van holds 26 to 30 standard pallets single stacked no cited source, and the target is 90 percent or better of cube or weight, whichever fills first no cited source.
Dense products weigh out near 20,000 kg before they cube out no cited source; light products cube out first. Knowing which constraint binds tells you whether to chase cube utilization or pallet weight.
How to measure
- Divide loaded cube by trailer cube, and loaded weight by allowed payload.
- Report whichever is higher as the fill.
- Track it per lane.
What moves it
- For light products, cube utilization and load height.
- For dense products, pallet weight planned to the payload.
How to build your own baseline
- Track each KPI per SKU and per shift, not just as a plant average.
- Measure from the actual build pattern rather than a spreadsheet ideal.
- Set a target for each KPI and review weekly.
- Hold each KPI within its band rather than maximizing one in isolation.
Review the KPI set as a system. Pushing cube too hard can raise damage, and pushing pack rate can hurt yield, so improve them together.
When material cost moves, separate price from usage with the Material Price Variance calculator.
Sources
- Single Minute Exchange of Die (Lean Lexicon entry). Lean Enterprise Institute. Lexicon entry body, first and second paragraphs. Accessed September 30, 2026.
- Containment Force Tool (CFT-6). Lantech (stretch wrapper manufacturer). Page introduction, definition of containment force. Accessed September 30, 2026.
Published 2026-07-01.