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Home / Resources / Tools Hub / Panelist Performance Analyzer

Panelist Performance Analyzer

Interactive Tool Free Resource

GIFSQ Tools · Module 12 — Sensory · Tool 235 of 500

Score one panellist: discrimination accuracy, repeatability across replicates, and the combined performance score.

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

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Accuracy (%)
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Repeatability (%)
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Combined score (%)
Equation: Accuracy % = correct ÷ trials × 100; Repeatability % = agreeing pairs ÷ replicate pairs × 100; Combined = (accuracy + repeatability) ÷ 2.
Method: ISO 6658:2017 sensory methodology; ISO 8586 panel performance monitoring.
Assumptions: Trials are independent discrimination tasks; replicate pairs are the same sample presented twice.
Limitations: One panellist at a time — panel-wide performance needs every panellist scored the same way.
Rounding: Percentages to 2 decimal places; intermediates unrounded.
This is a calculation aid, not a laboratory report — confirm against your accredited method before citing a value.
Worked example: 18 of 24 correct and 9 of 10 replicates in agreement: 75.00% accuracy, 90.00% repeatability, 82.50% combined.

Enter values above to see results.

Tool 235 of 500 — GIFSQ