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Home / Resources / Tools Hub / Sample Randomization Tool

Sample Randomization Tool

Interactive Tool Free Resource

GIFSQ Tools · Module 12 — Sensory · Tool 232 of 500

Plan a balanced serving order: total servings, servings per sample, servings per panellist, and the number of possible orders per panellist.

Try sample values — fills the form with the worked example below.

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Total servings
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Servings per sample
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Possible orders per panellist
Equation: Total servings = samples × panellists × replicates; per sample = panellists × replicates; possible orders = samples! (factorial).
Method: ISO 6658:2017 sensory methodology — balanced and randomised presentation order to control order and carry-over effects.
Assumptions: Every panellist receives every sample the stated number of times; orders are drawn without replacement from all possible orders.
Limitations: Planning counts only — the tool does not draw the random order itself; draw it from a random-number table or generator.
Rounding: All counts are whole numbers; factorial shown exactly for up to 12 samples.
This is a calculation aid, not a laboratory report — confirm against your accredited method before citing a value.
Worked example: 4 samples, 12 panellists, 1 replicate: 48 total servings, 12 per sample, 24 possible orders per panellist.

Enter values above to see results.

Tool 232 of 500 — GIFSQ