Qhubio
    Capability Conversion

    Sigma Level to Cpk Conversion

    3 min read Last updated

    Sigma level and Cpk measure the same property on different scales. The mapping is simple but depends on whether the 1.5σ shift is included.

    The engineering question this page answers

    Which sigma convention is being quoted, and how do I translate it into a Cpk my customer will accept?

    Decision logic

    Ask whether the sigma level is short-term (Z_ST) or long-term (Z_LT) ↓ Short-term direct: Cpk = Z_ST / 3 ↓ Six Sigma long-term convention: Cpk_LT = (Z_ST − 1.5) / 3 ↓ Confirm the sigma level was derived from a normal, stable, centered process ↓ State the convention explicitly on every deliverable

    Formula

    Cpk (no shift) = Z / 3 Cpk (1.5σ shift) = (Z − 1.5) / 3 Sigma level Z = NORMSINV(1 − DPMO/1e6)

    Examples

    Example. Supplier reports "4.5 sigma" on a critical dimension.

    • Without shift: Cpk = 4.5 / 3 = 1.50
    • With Six Sigma 1.5σ shift: Cpk_LT = (4.5 − 1.5) / 3 = 1.00
    • The same "4.5 sigma" claim maps to either PPAP-acceptable or borderline-unacceptable depending on convention.
    • Engineering conclusion: request the raw σ, spec limits and dataset before accepting.

    Conversion conditions

    Distribution modelNormal distribution, justified from stable study data.
    Specification modelone-sided
    Tail conventionnearest-tail
    Centering assumptionSigma level means distance to the nearest specification limit.
    Sigma basisuser-specified
    Sigma-shift conventionnone
    Output typeindex-comparison
    Required inputs
    • sigma definition
    • whether a shift convention applies
    • study basis

    Invertibility. Cpk equals nearest-specification sigma distance divided by three under the stated no-shift model.

    Limitations
    • A marketing Six Sigma convention using a 1.5σ shift is a different definition.
    • Do not apply a shift automatically.

    Worked example and engineering limits

    Worked example. Six nearest-specification sigmas with no shift gives Cpk = 6 / 3 = 2.00.

    Failure case. A reported Six Sigma level with a 1.5σ shift cannot be treated as six nearest-specification sigmas.

    What cannot be inferred. Centering, observed defects, or long-term drift.

    Engineering next step. State Z_ST or Z_LT and the shift convention next to the Cpk value.

    Common mistakes

    • Assuming the Six Sigma shift is universal — most PPAP/AIAG references do not include it.
    • Applying Z / 3 to a DPMO derived from multi-CTQ opportunity counting — the Z is not a process Z.
    • Interpreting rolled throughput yield (RTY) as if it were a single-parameter capability.
    • Mixing sigma level from attribute yield with a Cpk that requires variables data.

    Engineering insight

    "Sigma level" is a communication metric. Cpk is an engineering metric. Never accept a sigma claim without the underlying dataset and the σ definition.

    When NOT to use this metric

    • Attribute or discrete yield metrics where no continuous σ exists.
    • Non-normal continuous processes.
    • Multi-CTQ product-level sigma — capability is per-characteristic.

    Relationship to other capability metrics

    • Z vs Cpk: Cpk = Z_nearest_tail / 3; nothing more.
    • Short-term vs long-term: Differ by the assumed 1.5σ shift — a modelling choice, not a measurement.
    • Sigma vs Ppk: Long-term sigma corresponds to Ppk, not Cpk.

    Continue the investigation

    Inverse conversion in Cpk → Sigma; connect to defect rate via PPM → Cpk and Cpk → PPM. For deeper interpretation see Process Capability Index.

    Verification checklist

    • Short-term vs long-term sigma stated
    • 1.5σ shift applied or not, explicitly
    • Sigma derived from variables data, not RTY
    • Normality validated where continuous data is used

    Assumptions and applicability

    • Process condition: statistical stability is required.
    • Distribution assumption: approximately normal data.
    • PPM convention: nearest specification-limit tail.
    • Sigma-shift convention: no sigma shift applied.
    • Cpk alone identifies distance to the nearest specification limit; it does not determine total two-sided defects unless centering or both tail distances are known.
    • Predicted PPM is a model estimate, not a replacement for observed defect data.

    Sources and engineering references

    External engineering references used for this page. Qhubio applies these references to the practical guidance above.

    Frequently asked questions