Methodology

How the calculators work, how they were tested, and what has been corrected

Sajjad Ahmad, pharmaceutical manufacturing professional

Prepared and reviewed by Sajjad Ahmad, pharmaceutical manufacturing professional with 14 years of experience.
Last reviewed: October 30, 2026

Why this page exists

Every calculation on PharmainformCalc should be traceable. This page shows the formula behind each tool, the standard it follows where one exists, how the tools were checked, and what has been corrected so far. If something here does not match your own references, please tell us.

How each calculator works

CalculatorHow it calculatesSource or standard
Batch SizeUnits = target × (1 + overage %); batch weight = units × unit weight; API = units × dose; excipients = batch weight − APIStandard batch-record arithmetic
Tablet WeightTablet weight = API dose ÷ (API % w/w ÷ 100); each excipient = weight × its %Standard formulation arithmetic
Coating MaterialGain per tablet = core weight × gain %; dry coating = gain × tablets; suspension = dry coating ÷ solids %; spray time = suspension ÷ spray rateStandard process arithmetic
API RequirementNet API = label claim × batch × (1 + overage %); gross API = net API ÷ assayCertificate-of-analysis assay correction
Bulk and Tapped DensityBulk density, tapped density, Carr’s Index = (tapped − bulk) ÷ tapped × 100, Hausner ratio = tapped ÷ bulkUSP <616> and <1174>; Ph. Eur. 2.9.34 and 2.9.36
Mixer CapacityWorking volume = total volume × fill %; capacity = working volume × bulk densityThe qualified range of your own equipment governs
Percentage YieldActual ÷ theoretical × 10021 CFR 211.103; the status bands are general guides only
Unit ConverterMilligram base, with 1 lb = 453,592.37 mg and 1 oz = 28,349.52 mgExact unit definitions
Weight VariationUniformity of mass limits of ±10%, 7.5% and 5% by average weight; the 20-unit USP table; acceptance value for 10 or 30 unitsBP and Ph. Eur. uniformity of mass; USP <2091>; USP <905>
Deliverable VolumeEach container as a % of label; Stage 1 and Stage 2 decisions for multiple-unit and single-unit containersUSP <698>
Six reconciliation toolsTheoretical quantity compared with actual; coated, filled and blistered stages converted to unit counts with average unit weightsStandard batch-record practice; 21 CFR 211.103

How the tools were tested

These tools are practically tested by author and other pharma professionals by using various practical examples.

Each calculator was also run in a browser with test inputs, and every output was compared with a separate calculation. The most recent review ran more than 350 checks across all 16 tools. These included every pair of units in the Unit Converter, every flow class of the Carr’s Index scale, the weight limits on both sides of each band boundary, and every decision path of the deliverable volume test. Each article’s worked examples were recomputed independently before publishing.

Standards and sources

Where a pharmacopoeial chapter or regulation is named, the figures follow the published text as understood at the time of review. Pharmacopoeias are revised, so always check the current official edition before relying on a limit. Typical ranges quoted in articles, such as yields or compaction pressures, are general guidance and not specifications.

Assumptions and limits

  • The tools are for reference and education. They do not replace your validated procedures, batch manufacturing records or professional judgment.
  • Status labels such as “Excellent yield” use general bands. Your approved limits come from your own process validation.
  • Worked examples in articles use illustrative numbers and prices, and say so.
  • Nothing on the site is medical, legal or regulatory advice.

Corrections log

Errors are corrected on the page and recorded here.

DateChange
30 Oct 2026Weight Variation: the BP capsule limit at exactly 300 mg corrected to ±7.5% (below 300 mg stays ±10%).
30 Oct 2026Deliverable Volume: the Stage 1 retest rule now follows USP <698>. An average below 100% together with a borderline container fails.
30 Oct 2026Unit Converter: very small results now keep enough significant digits.
30 Oct 2026Bulk and Tapped Density and Percentage Yield: a result sitting exactly on a class boundary (for example Carr’s Index of 10.0%) is now classified correctly.
30 Oct 2026Articles: a deliverable volume worked example corrected, a wrong statement in the yield limits article corrected, the batch reconciliation article updated to six stages, and an ICH Q8(R2) note added to the API overage article.

Report an error

If a result or a statement does not match a source you trust, send the page address, the values you entered and the reference to the contact page. Each report is reviewed, and the page is corrected where the report is right.