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Freight · 4 min read

Tote pooling maths for a blender shipping to forty customers

Dale FerreiraLogistics lead

A worked example with real numbers: when a managed pool beats owning containers, and the two conditions under which it does not.

Short answer

For a blender shipping 1,800 filled totes a year to forty destinations, ownership costs roughly $163,000 annually once idle assets, washing, testing, return logistics and 11% attrition are counted. A managed pool at the same volume comes to about $139,000. Pooling wins above roughly 150 turns a year on a reasonably fixed destination set, and loses when destinations are one-off or the containers cannot physically come back.
  • Ownership hides four costs in other departments' budgets
  • Attrition at 8% – 14% is the largest unbudgeted line
  • Pooling beats ownership above ~150 turns a year
  • It loses on one-way shipments and scattered destinations

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I get asked to model this perhaps once a month and the spreadsheet is always the same shape, so here it is with a worked example. The company is composite but the numbers are from real engagements.

The scenario

A specialty chemical blender ships 1,800 filled 275-gallon totes a year to forty customer sites, most of them repeat destinations within 600 miles. They currently own a fleet of 520 containers.

Ownership, fully costed

Annual cost of owning the fleet
LineCostWhere it currently sits
Container replacement (11% attrition of 520)$19,300Capital, approved annually
Additional units for peak cover (idle 7 months)$14,100Capital — rarely questioned
Washing between fills (in-house bay)$41,400Operations labour and utilities
Effluent permit and treatment$6,800Facilities
Periodic testing and re-certification$9,600Quality, scheduled reactively
Empty return logistics$58,200Logistics — largest single line
Administration and tracking$13,900Spread across three roles
Total$163,300

Annual cost of owning the fleet

Note where those lines live. Capital, operations, facilities, quality, logistics and administration. No single person sees this total, which is exactly why ownership looks cheap.

The pool, same volume

Annual cost of a managed pool
LineCostNotes
1,800 turns at the pooled rate$124,200Includes container, wash, test, float
Collection runs, batched by geographyIncludedMilk-run rather than per-customer
Attrition to the agreed thresholdIncludedAbove threshold at reclaimed replacement value
Above-threshold losses (actual)$6,400Reclaimed value, not new-container cost
Asset tagging and reportingIncludedMonthly utilisation and dwell report
Internal administration$8,700Reduced but not eliminated
Total$139,300

Annual cost of a managed pool

About $24,000 a year, which is a 15% saving and not a dramatic one. The larger effect is elsewhere.

The effect that is not on the spreadsheet

Their fleet was doing 3.5 turns per container per year. The pool runs 6 to 9 because collection is scheduled rather than reactive.

That means the same 1,800 fills need roughly 230 containers in circulation instead of 520. Fewer containers doing more work is the whole point of pooling, and it is where the environmental case lives too — the embodied footprint spreads across three times as many fills.

Ownership is not expensive because containers cost money. It is expensive because owned containers sit still.

Where the dwell goes

Cycle time breakdown, owned versus pooled
StageOwned fleetManaged pool
At blender, filled and waiting9 days6 days
In transit to customer3 days3 days
At customer, being emptied11 days9 days
At customer, empty and idle54 days12 days
Return transit6 days4 days
Wash, test, back to float21 days5 days
Total cycle104 days39 days

Cycle time breakdown, owned versus pooled

Fifty-four days sitting empty behind somebody's building is the number. It is not anyone's fault — the customer calls when they remember, and the blender collects when a truck happens to be going that way. Scheduled milk-runs fix it structurally.

The environmental arithmetic, since it comes up

Worth doing properly rather than hand-waving, because the result is larger than the cost saving.

Embodied footprint per fill, same 1,800 fills
Owned, 3.5 turns/yrPooled, 7.8 turns/yr
Containers in circulation520230
Container-years consumed per 1,800 fills514231
Replacement units per year (attrition + wear)~57~26
Embodied CO₂e of replacements~12.2 t~5.6 t
Difference−6.6 t a year

Embodied footprint per fill, same 1,800 fills

Those figures assume reclaimed replacement units at 150 kg CO₂e each. On new containers the gap would be wider, which is the quiet argument for pooling reclaimed rather than new assets.

When pooling loses

  • One-way shipments. If the container is not physically coming back — remote oilfield sites, export, destinations with no outbound freight — pooling is strictly worse. Buy a reconditioned unit and let it go.
  • Scattered one-off destinations. A milk-run needs density. Forty repeat sites within 600 miles works; forty different sites a year across the country does not.
  • Very low volume. Below about 150 turns a year the fixed administration of a pool outweighs the savings.
  • Dedicated containers per product. If cross-contamination risk means each container must stay with one chemistry, a shared pool is the wrong structure.

What to measure before you ask

Two numbers decide this and most companies have neither to hand: turns per container per year, and attrition. Count units purchased against units physically present once, and divide annual fills by containers owned. Those two figures tell you more than any proposal we could write.

The service detail is on tote pooling, and how we count unreturned units is covered in how we count a tote that never comes back.

Written by

DF

Dale Ferreira

Logistics lead

Books every load that leaves the yard. Asks "is there a dock?" in his sleep.

Next move

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