Formula & Calculator

Rolled Throughput Yield

Calculates the overall probability that a unit passes through an entire multi-step process without any defects at any step.

IndustrialQuality ControlManufacturing

Rolled Throughput Yield CalculatorRTY = Π Yi

RTY = Y1 × Y2 × Y3 × ... × Yn
RTY = Rolled Throughput Yield  ·  Yi = Yield of step i (decimal or %)
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RTY = ∏ Yi  ·  RTY accounts for quality loss across multiple steps; values are between 0 and 1 (or 0% to 100%).

Interpretation

RTY = Y1 × Y2 × Y3 × ... × Yn. The product of yields at each stage. Measures the probability of a unit passing through all steps without defects. Used to assess overall process quality and hidden losses.

RTY = Y1 * Y2 * Y3 * ... * Yn
Rolled Throughput Yield

Variables

SymbolQuantityUnit
RTYRolled throughput yield
Y1, Y2, ... YnFirst-pass yield at each individual process step

What it means

Rolled Throughput Yield (RTY) is a measure of the overall quality of a multi‑step process. It is calculated by multiplying the individual yields (first‑pass yields) of each step (Y1, Y2, ..., Yn). For example, if a process has three steps with yields 0.95, 0.98, and 0.97, RTY = 0.95×0.98×0.97 = 0.903. This means that only about 90% of units are expected to pass all steps without any defects (including rework). RTY is more meaningful than the final yield because it accounts for scrap and rework at every stage, exposing hidden waste. It is commonly used in Six Sigma and lean manufacturing to quantify the true effectiveness of a process and to identify the step with the lowest yield (the bottleneck). Improving RTY involves focusing on the weakest links. Understanding RTY helps managers and engineers prioritise improvement resources to maximise overall process quality and reduce total cost of production.

Worked example

Rolled Throughput Yield – Two Examples

Real‑World
Scenario: A 3‑step manufacturing process has step yields of 95%, 98%, and 97% respectively. The process engineer wants to calculate the Rolled Throughput Yield to understand the cumulative effect of quality losses across all steps and identify which step needs the most improvement.
ParameterValue
Y10.95
Y20.98
Y30.97
1RTY = 0.95 × 0.98 × 0.97 = 0.903 (90.3%)
Result 90.3% ✓ Acceptable
Scenario: A 5‑step assembly process is designed to have 98% yield at each step. The quality manager wants to calculate the Rolled Throughput Yield to demonstrate to management how even high individual step yields compound into significant cumulative quality loss across the entire process.
ParameterValue
Each yield0.98
1RTY = 0.98⁵ = 0.904 (90.4%)
Result 90.4% ✓ Expected
Industrial insight: RTY shows the cumulative effect of quality across multiple process steps. Even 98% yield per step leads to only 90% overall yield in a 5‑step process – a 10% quality loss.

Common mistakes

  • Y1, Y2, ..., Yn: The first‑pass yield of each step in the process – all expressed as fractions (not percentages).
  • RTY: The probability that a unit will pass all steps without rework.
  • Multiplication: RTY = product of all individual yields – if any step has low yield, RTY drops significantly.
  • Interpretation: RTY gives a more realistic measure of overall process quality than simple average yield.
  • Units: All yields must be in the same form (fractions).

Applications

Rolled Throughput Yield (RTY) is the product of the yields of each process step, providing an overall measure of the probability that a unit will pass through the entire process without defect. It accounts for the cumulative effect of quality at each step. Quality engineers use RTY to assess the performance of complex, multi‑step processes and to identify which steps contribute most to yield loss. Unlike FPY, RTY is always lower than the individual yields due to compounding. RTY is used in Six Sigma to express the overall defect rate and to set improvement goals. By analysing RTY, organisations can prioritise improvement efforts on steps with the lowest yields, thus maximising overall process efficiency and reducing hidden factory costs.

  • Complex process quality assessment in manufacturing and service
  • Six Sigma project selection and prioritisation
  • Identification of yield‑busting process steps
  • Performance evaluation of multi‑stage production lines
  • Cost of quality analysis and reduction of total defects

Frequently Asked Questions

Q01What is Rolled Throughput Yield (RTY) and how is it calculated?
A01

RTY is the probability that a unit passes through a multi‑step process without any defects at any step. It is calculated as RTY = Y1 × Y2 × Y3 × … × Yn, where Yi is the first‑pass yield of each step (i.e., the fraction of units that pass that step without rework).

Q02What is the common mistake when using RTY?
A02

Adding individual step yields and dividing by the number of steps (a simple average) instead of multiplying them. This significantly overstates the true overall yield. For example, if four steps each have 95% yield, the simple average is 95%, but the RTY is 0.95^4 = 81.5%, which is much lower.

Q03Why is RTY important?
A03

RTY gives a realistic picture of the overall process capability. It highlights that even with high yields at each step, the cumulative effect can lead to a significant portion of units being defective by the end of the process. It helps identify improvement areas.

Q04How do you calculate RTY for a process with rework loops?
A04

RTY typically assumes no rework (first‑pass). If rework is allowed, the calculation becomes more complex. You would need to model the rework loops to estimate the effective throughput yield. Some definitions of RTY include rework as defects, so it remains a first‑pass metric.

Q05What is the relationship between RTY and DPMO?
A05

RTY can be converted to DPMO. If a process has n opportunities, the yield = (1 – DPMO/1,000,000)^n. So RTY can be used to estimate DPMO and sigma level.

Q06How do you improve RTY?
A06

Focus on improving the lowest‑yielding step (the bottleneck). Also, reduce variation in all steps. Use process improvement tools (Six Sigma, Lean) to increase the yields of individual steps.

Q07What does an RTY of 80% mean?
A07

It means that out of every 100 units that start the process, only 80 will pass all steps without any rework. The other 20 will require some form of correction at some point.

Q08What are the limitations of RTY?
A08

  • Assumes independence of steps (yield at one step does not affect others).
  • Does not account for the severity of defects.
  • Does not capture the cost of rework.
  • Only measures first‑pass performance.

Q09How do you calculate RTY from defect data per step?
A09

For each step, calculate the first‑pass yield (units passed without rework / units started). Multiply all yields together. If you have defect rates, yield = 1 – defect rate per unit (or per opportunity).

Q10What is the difference between RTY and final yield?
A10

Final yield includes rework; it is the percentage of units that eventually meet quality standards after rework. RTY is without rework. Final yield is always higher than RTY, and the difference reflects the cost of rework.