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Distribution center KPIs connect order accuracy, dispatch timeliness, and warehouse cost. Compare three US facilities from outbound order and cost exports, with formulas and checks that prove the network totals.
KPIs for distribution center teams measure order accuracy, dispatch timeliness, and cost per shipment together. A low handling cost means little if the wrong goods leave or orders miss their promised cutoff. Compare centers on the same definitions before deciding where to change staffing, picking practices, or capacity.
Start with a small set of measures that have an owner and a decision attached. The KPI definition explains why an operational count becomes a KPI only when it helps judge performance against an objective.
ASCM's warehouse KPI guide treats fulfillment timeliness, order accuracy, inventory accuracy, and throughput as distinct measures. For a comparison of outbound operations, use these starting definitions:
Order accuracy = Entirely correct orders / Orders with a completed accuracy assessment × 100
On-time dispatch = Orders dispatched by their promised cutoff / Orders due for dispatch × 100
Warehouse cost per shipment = Included warehouse operating cost / Shipments dispatched
An entirely correct order has the right items and quantities under the stated checking process. Do not call that a perfect order: ASCM's SCOR definition also considers delivery performance, documentation, and condition. Accuracy and dispatch percentages alone do not prove that broader result.
These are warehouse operating measures. Revenue growth and account performance belong with sales KPIs for wholesale distributors, where the commercial team owns the decisions.
Use the outbound order export, shipment register, accuracy or claims file, and warehouse cost report. Keep a stable order ID, shipment ID, facility, promised dispatch timestamp, actual dispatch timestamp, accuracy outcome, and assessment date. Costs need a facility, accounting period, cost account, and amount in USD.
Collapse order lines to one accuracy result per order: every assessed line must pass for the order to pass. If the file contains only a sample of inspected orders, label the result as inspected-order accuracy. It does not establish accuracy for all shipments.
For dispatch, start with orders due in the period, including orders still open at the reporting cutoff. An unshipped overdue order fails the test. Converting the denominator to only shipped orders would hide that miss. Use the original operational commitment unless a documented customer change legitimately replaces it.
Cost per shipment uses actual dispatches in the accounting period. Its population can differ from the due-order cohort. Show both counts and explain the difference when orders cross a month boundary.
A US replacement-parts distributor compares September 2026 operations. In this example, every order due in September also shipped during September, every order had one shipment, and every order received a completed accuracy assessment. There are no cross-period orders or missing outcomes.
| Center | Orders assessed and due | Accurate orders | On-time dispatches | Accuracy | On-time dispatch |
|---|---|---|---|---|---|
| Indiana | 1,200 | 1,176 | 1,140 | 98.00% | 95.00% |
| Ohio | 800 | 792 | 784 | 99.00% | 98.00% |
| Tennessee | 1,000 | 970 | 930 | 97.00% | 93.00% |
| Network | 3,000 | 2,938 | 2,854 | 97.93% | 95.13% |
Indiana's accuracy is 1,176 / 1,200 × 100 = 98.00%; its on-time dispatch rate is 1,140 / 1,200 × 100 = 95.00%. Calculate the network from summed counts: 2,938 / 3,000 × 100 = 97.93% and 2,854 / 3,000 × 100 = 95.13%, rounded to two decimal places.
The cost scope includes warehouse labor, occupancy, equipment, and packing supplies. It excludes inventory purchases, outbound carrier charges, and corporate selling expenses. Other cost below contains equipment and packing supplies.
| Center | Labor (USD) | Occupancy (USD) | Other cost (USD) | Total cost (USD) | Shipments | Cost per shipment (USD) |
|---|---|---|---|---|---|---|
| Indiana | 18,000 | 9,000 | 3,000 | 30,000 | 1,200 | 25.00 |
| Ohio | 14,400 | 8,000 | 1,600 | 24,000 | 800 | 30.00 |
| Tennessee | 13,000 | 7,000 | 3,000 | 23,000 | 1,000 | 23.00 |
| Network | 45,400 | 24,000 | 7,600 | 77,000 | 3,000 | 25.67 |
Indiana's cost is 18,000 + 9,000 + 3,000 = $30,000; dividing by 1,200 shipments gives $25.00. The network calculation is 77,000 / 3,000 = $25.67, rounded to cents. Use unrounded figures when carrying calculations forward.
The accuracy counts must reconcile: 2,938 correct + 62 incorrect = 3,000 assessed orders. Dispatch must reconcile separately: 2,854 on time + 146 late = 3,000 orders due. An order can be both incorrect and late, so adding those exception counts would double count some orders.
The cost proof is 45,400 + 24,000 + 7,600 = $77,000, which must match the included accounts in the warehouse cost report. The shipment count must match the distinct shipment register after canceled records are excluded.
Never average the facility percentages or unit costs without weighting. Multiplying each unrounded facility cost per shipment by its shipment count must recover its total cost; summing those products must recover $77,000. The cost center manager KPI approach helps connect that cost responsibility to an accountable owner.
Tennessee is the cheapest facility in this example and also has the lowest accuracy and dispatch results. That suggests investigating its misses before treating its cost as the network target. Ohio's higher cost accompanies better service, but the table does not prove that spending caused the improvement.
The distribution manager owns the overall comparison. Site managers investigate exceptions, supervisors examine picking and packing causes, and finance verifies cost allocation. Separate parcel orders from pallet shipments and compare similar order sizes before interpreting the ranking.
If equipment stoppages appear in dispatch exception reasons, compare them with asset maintenance KPIs. Keep the maintenance explanation tied to recorded downtime rather than assuming every late order was caused by equipment.
Bring an outbound order export, shipment register, accuracy results, and warehouse cost file; Covirage maps the columns, and its tools compute and check the facility measures. The external AI model explains the comparisons with every figure traced to its rows. Create a free Covirage account, which takes about a minute, then set up your business and bring a sample of your own data.
See Covirage for shipping and logistics teams for the industry context.
On-time dispatch tests when goods leave the distribution center against the promised shipping cutoff. On-time delivery tests arrival against the customer commitment. A warehouse can dispatch on time while a carrier delay still causes a late delivery, so keep the measures separate.
Use order accuracy for the share of customers receiving entirely correct orders, and line accuracy to investigate picking problems. State which unit you use. One incorrect line makes its order inaccurate, even when all other lines on that order are correct.
Define a consistent warehouse operating cost scope, such as labor, occupancy, equipment, and packing supplies. State whether outbound freight is included. Use shipments handled in the same period, and keep inventory purchase cost outside a warehouse handling cost measure.