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Process capability (Cp, Cpk) calculator
Process capability measures how well a stable process fits inside its specification limits. Cp compares the width of the tolerance with the spread of the process, and Cpk also accounts for how well the process is centered, so it is the index most people quote. Pp and Ppk are the same indices worked out from the overall spread of the data.
CpequalsUSL − LSL divided by 6σ
Cpkequalssmaller of USL − mean divided by 3σ and mean − LSL divided by 3σ
Pp, Ppkequalsthe same formulas with the overall sample standard deviation
Leave blank if there is no lower limit
Leave blank if there is no upper limit
Same unit as the limits
Pre-filled with the worked example. If your standard deviation is the overall sample one, the same formulas give Pp and Ppk.
Cpk
1.33
At or above 1.33, a commonly used minimum. That is a rule of thumb, not a universal standard.
Cp
1.67
Spread against tolerance
Expected out of spec
31.7 ppm
If the process is normal and stable
Cpu (upper side)
1.33
(USL − mean) ÷ 3σ
Cpl (lower side)
2.00
(mean − LSL) ÷ 3σ
How to calculate it
Limits, a mean and a spread
Specification limits come from the drawing or the customer: the values a part must stay between. Many characteristics have only one, such as a maximum burr height or a minimum weld strength; leave the other blank.
Mean and standard deviation describe where the process runs and how much it varies. If you have them from a study or your SPC software, type them in. Otherwise paste the measurements in the order they were made and the calculator works out both.
Pasted measurements give two spreads. The short-term spread, from the average difference between consecutive values divided by 1.128, gives Cp and Cpk. The overall sample standard deviation gives Pp and Ppk. A large gap between Cpk and Ppk means the process drifts or shifts over time.
Check the gauge before trusting the result: a gauge R&R study shows how much of the spread comes from the measurement itself.
Worked example
Illustrative numbers, not a benchmarkA filling line with a fill weight specification of 500 g ± 5 g (LSL 495 g, USL 505 g). The process runs at a mean of 501 g with a standard deviation of 1 g.
- 1Cp = (505 − 495) ÷ (6 × 1) = 10 ÷ 6 = 1.67.
- 2Upper side: (505 − 501) ÷ (3 × 1) = 4 ÷ 3 = 1.33.
- 3Lower side: (501 − 495) ÷ (3 × 1) = 6 ÷ 3 = 2.00.
- 4Cpk = the smaller side = 1.33.
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<p style="font:13px/1.4 sans-serif"><a href="https://www.theleansuite.com/tools/process-capability-calculator">Process capability (Cp, Cpk) calculator</a> by LeanSuite</p>How LeanSuite helps
LeanSuite's Quality Improvement tools log quality issues from the floor, trace each one to its root cause and follow the corrective action through to closure, with custom KPIs that show where defects happen.
See Quality ImprovementRead more
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FAQ
Process capability (Cp, Cpk) calculator: common questions
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