Cpk (Process Capability Index) is the statistical measure of how well a process meets specification limits, adjusted for process centering — quantifying whether a manufacturing process can consistently produce output within required tolerances, essential for semiconductor quality management and customer qualification.
What Is Cpk?
- Formula: Cpk = min((USL − μ) / 3σ, (μ − LSL) / 3σ).
- USL/LSL: Upper and Lower Specification Limits.
- μ: Process mean. σ: Process standard deviation.
- Interpretation: Higher Cpk = better process capability and centering.
Cpk vs Cp
- Cp: Measures process spread only (Cp = (USL − LSL) / 6σ).
- Cpk: Measures spread AND centering (always ≤ Cp).
- Example: Cp = 2.0 but Cpk = 0.5 means process is capable but off-center.
- When Cp = Cpk: Process is perfectly centered between specs.
Industry Standards
- Cpk < 1.0: Not capable — producing significant defects.
- Cpk = 1.0: Marginal — 2,700 DPPM (0.27% defect rate).
- Cpk = 1.33: Capable — 63 DPPM, minimum for most semiconductor processes.
- Cpk = 1.67: Good — 0.6 DPPM, typical automotive requirement.
- Cpk = 2.0: Excellent — 3.4 DPPM, Six Sigma level.
Semiconductor Applications
- Critical Dimensions (CD): Gate length, fin width Cpk requirements.
- Film Thickness: Oxide, nitride, metal layer uniformity.
- Overlay: Lithographic alignment accuracy between layers.
- Electrical Parameters: Vt, Idsat, leakage current distributions.
- Reliability: TDDB, electromigration lifetime distributions.
Calculating Cpk from Data
- Collect 30+ measurements from stable (in-control) process.
- Verify normality (Shapiro-Wilk test, Q-Q plot).
- Calculate within-subgroup σ (not overall σ which gives Ppk).
- Apply formula: Cpk = min(Cpu, Cpl).
- Report with confidence interval for sample size.
Cpk is the universal language of process quality — a single number that tells customers, engineers, and management whether a process can reliably meet specifications.
cpkCpkprocess capability indexcapability indexUSLLSLupper specification limit
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