Pharmaceutical, Biotech & GMP Manufacturing worked example
Fill-Finish Throughput at 99% accepted fill yield: a worked example
What does the result look like when accepted fill yield reaches 99%? The full calculation is worked below with real intermediate numbers. Use it when GMP, QA, QC, validation, manufacturing, or operations teams need a quick planning estimate to plan vial, syringe, or cartridge capacity and compare line performance across lots.
The inputs for this scenario
- Filled containers: 1,200 containers (unchanged)
- Fill-finish run time: 8 hr (unchanged)
- Accepted fill yield: 99 % (raised for this scenario; the documented default is 90)
Working through the calculation
- Applying the documented formula (Gross throughput = Filled containers รท Fill-finish run time) to the inputs above produces each figure below.
- At this operating point the engine returns 149 units/hr for effective throughput, the number this scenario is built around.
- At this operating point the engine returns 150 units/hr for raw throughput.
- At this operating point the engine returns 99 % for efficiency.
- At this operating point the engine returns 8 hr for runtime.
How this compares with the baseline
- Against the tool's baseline example, where accepted fill yield sits at 90% and the headline result is 135 units/hr, this scenario comes in 10% above the baseline at 149 units/hr.
- A figure at this level is achievable when accepted fill yield is genuinely sustained, not just peaked for a shift. It uses a single yield figure, so it does not distinguish setup-related early rejects from steady-state losses, which can matter for short runs.
Results at a glance
- Effective throughput: 149 units/hr (headline result)
- Raw throughput: 150 units/hr
- Efficiency: 99 %
- Runtime: 8 hr
Run it with your numbers
- Every input above is editable in the live Fill-Finish Throughput calculator, which recalculates instantly and can be shared with the inputs intact.
Last reviewed 2026-05-12.