Industrial Minerals & Powder Processing calculator

Blend Uniformity Calculator

Blend uniformity expressed as coefficient of variation (CV%) measures how consistently a key component is distributed through a mineral or powder blend by comparing the spread of sample assays to their average. Quality engineers and blend operators at filler, pigment, ceramic, and dry-mix producers use it because a low CV% means every bag or batch carries the target composition, while a high CV% signals segregation or under-mixing. The calculator divides the sample standard deviation by the sample mean and reports the gap to your acceptance limit, so a single number tells you whether the blend passes. It is the standard, dimensionless way to compare uniformity across components measured at very different concentrations.

What this calculator does

  • Estimate the coefficient of variation (CV%) for a blended mineral batch using sample mean and standard deviation to assess whether the blend meets uniformity specifications.
  • Use it when a quality manager or process engineer needs to verify that a ribbon blender, tumble blender, or continuous mixer is producing a uniform mineral blend within the customer specification (typically CV less than 5% to 10%).
  • It computes CV% as sample standard deviation divided by sample mean times 100, then subtracts your maximum acceptable CV% to show the gap to limit.

Formula used

  • Blend CV% = (sample standard deviation / sample mean) x 100
  • Gap to limit = blend CV% - maximum acceptable CV%

Inputs explained

  • Sample mean (key component):
  • Sample standard deviation:
  • Maximum acceptable CV%:

How to use the result

  • Use it after pulling stratified samples from a blend to verify mixing before release, or to compare uniformity between blend recipes or mixer settings.
  • CV% is only meaningful when the mean and standard deviation come from the same component and units; swapping the two inputs, or using too few samples, produces a misleading score.

Current U.S. benchmarks

  • Steel mill PPI stands at 348.53 (BLS, May 2026), up 6.7% from a year earlier. New factory orders are up 2.3% year over year (Census).

Common questions

  • How do you calculate blend uniformity CV%? Divide the sample standard deviation by the sample mean and multiply by 100. The order matters: standard deviation goes on top, mean on the bottom — entering them reversed inflates the result enormously.
  • What is a good blend CV% for a powder blend? For pharmaceutical-grade blends, USP targets CV% at or below about 5-6%; many industrial mineral blends accept up to 7-10% depending on the spec. Lower is always tighter and more uniform.
  • Why did the calculator return a CV% over 1,800%? That happens when the standard deviation and mean are entered in the wrong fields. CV% = (std dev / mean) × 100, so a small mean with a large std-dev input produces an absurd value — always confirm the mean is the larger, central value.
  • What does the gap to limit tell me? It is CV% minus your maximum acceptable CV%. A negative gap means you are inside the limit and the blend passes; a positive gap means it exceeds the limit and needs more mixing or investigation.
  • CV% vs standard deviation — which should I report? Standard deviation is in the component's own units and only comparable within one concentration. CV% is dimensionless, so it lets you compare uniformity of a 32% major component against a 0.5% minor additive on the same scale.

Last reviewed 2026-05-12.