How do you calculate cartoner throughput?

Multiply output per cycle by available cycles for gross capacity, then multiply by uptime and first-pass yield. With 4 units/cycle, 480 cycles, 90% uptime, and 97% yield, gross is 1,920 and good output is about 1,676 units.

What is the difference between gross and good throughput?

Gross throughput is the theoretical maximum — 1,920 cartons in the example. Good throughput subtracts downtime and reject losses, leaving 1,676 saleable cartons after 192 lost to downtime and about 52 lost to yield.

Is downtime or yield hurting my cartoner more?

Compare the two loss lines. In the example downtime costs 192 units while yield costs only about 52, so restoring uptime is the bigger lever than tightening reject rates.

What is a good cartoner uptime?

Well-run pharma cartoners target 85-95% uptime within a shift; the 90% in the example is solid. Chronic sub-80% uptime usually points to leaflet or product-infeed jams that dominate the loss picture.

What first-pass yield should a cartoner hit?

First-pass yield of 97-99% is typical for a validated cartoner with reliable code and print inspection. The 97% in the example is at the low end; falling below 95% signals a print, glue, or vision problem worth investigating.

How do I convert this to units per hour?

Divide good output by the run duration. If the 480 cycles span an 8-hour shift, 1,676 good cartons is roughly 210 good cartons per hour, which is the number you should hold the line to.

Pharmaceutical Packaging & Serialization calculator

Cartoner throughput Calculator

Cartoner Throughput estimates how many good, saleable cartons a pharmaceutical cartoning machine actually delivers once uptime and first-pass yield are taken into account — not the nameplate speed the OEM quotes. Packaging line managers and OEE analysts use it to set realistic shift targets and to spot whether losses are coming from downtime or from quality rejects. It matters because a cartoner rated for 1,920 units on paper can quietly deliver far fewer once jams, leaflet misfeeds, and camera rejects are counted. Separating downtime loss from yield loss tells you which problem to attack first.

What this calculator does

Estimate cartoner throughput for pharmaceutical packaging and serialization using production-ready inputs so teams can confirm whether capacity can cover demand before committing the schedule.
Use it when cartoner throughput in pharmaceutical packaging and serialization is being asked to take on more work and you need to know if there is room.
It computes good carton output as output per cycle times available cycles, then derates that gross figure by uptime and first-pass yield.

Formula used

Gross cartoner throughput capacity = cartoner throughput output per cycle × available cartoner throughput cycles
Good cartoner throughput capacity = gross capacity × expected cartoner throughput uptime × expected cartoner throughput first-pass yield

Inputs explained

Cartons formed per machine cycle:
Available cartoner cycles in the run:
Expected cartoner uptime:
Expected first-pass carton yield:

How to use the result

Use it when setting shift production targets, sizing a run against a delivery deadline, or diagnosing whether throughput loss is a downtime or a quality problem.
It assumes uptime and yield are independent and constant; in practice a machine running hot on speed often trades higher throughput for lower first-pass yield, so the two are coupled.

Current U.S. benchmarks

The producer price index for plastic resins and materials stands at 319.371 (BLS, May 2026), up 19.5% from a year earlier. Quotes priced off last quarter's material cost miss this move.
The producer price index for paperboard and containers stands at 276.831 (BLS, May 2026), up 8.8% from a year earlier. Quotes priced off last quarter's material cost miss this move.
U.S. manufacturing runs at 75.6% of capacity with new factory orders at $657B per month (Federal Reserve and Census, May 2026).

Common questions

How do you calculate cartoner throughput? Multiply output per cycle by available cycles for gross capacity, then multiply by uptime and first-pass yield. With 4 units/cycle, 480 cycles, 90% uptime, and 97% yield, gross is 1,920 and good output is about 1,676 units.
What is the difference between gross and good throughput? Gross throughput is the theoretical maximum — 1,920 cartons in the example. Good throughput subtracts downtime and reject losses, leaving 1,676 saleable cartons after 192 lost to downtime and about 52 lost to yield.
Is downtime or yield hurting my cartoner more? Compare the two loss lines. In the example downtime costs 192 units while yield costs only about 52, so restoring uptime is the bigger lever than tightening reject rates.
What is a good cartoner uptime? Well-run pharma cartoners target 85-95% uptime within a shift; the 90% in the example is solid. Chronic sub-80% uptime usually points to leaflet or product-infeed jams that dominate the loss picture.
What first-pass yield should a cartoner hit? First-pass yield of 97-99% is typical for a validated cartoner with reliable code and print inspection. The 97% in the example is at the low end; falling below 95% signals a print, glue, or vision problem worth investigating.

Last reviewed 2026-05-12.