Pharmaceutical production and quality control tools
Calculate dispensing, capsule fills, assays, dissolution and impurity limits, plan cleanroom air changes, media fills and sampling, and trend batch data.
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Go to the 46 toolsThe calculations a GMP plant and its QC lab repeat
For production pharmacists, QC analysts, validation and QA teams in pharmaceutical plants and contract labs. The tools cover the arithmetic of a batch from dispensing to release: how much active ingredient to weigh, what a capsule can hold, the results of an assay or a dissolution run, cleaning and impurity limits, and the cleanroom figures inspectors ask about.
How to choose
Sort the work by where it happens:
Dispensing and formulation: API Dispensing Quantity Calculator, Batch Manufacturing Formula Scaling Calculator, Capsule Size and Fill Weight Calculator and Powder Flow Calculator (Carr Index, Hausner Ratio).
On the line: Tablet Press Output and Dwell Time Calculator, Film Coating Calculator, Blister Pack Foil and Film Consumption Calculator and Batch Yield and Material Reconciliation Calculator.
In the QC lab: HPLC/UV Assay Calculator, HPLC Related Substances Calculator, HPLC System Suitability Checker, Dissolution % Released Calculator, Dissolution Kinetics Model Fitting, Pharmacopoeial Titration Assay Calculator and Analytical Method Validation Calculator.
Limits and specifications: Impurity Thresholds (ICH Q3A/Q3B), Endotoxin Limit and MVD Calculator, MACO Calculator for Cleaning Validation and Swab and Rinse Acceptance Limit Calculator.
Sterile areas: Cleanroom Air Changes per Hour and Recovery Time, EU GMP Annex 1 Cleanroom Grade Limits Checker, Media Fill (APS) Planner and Acceptance Calculator and Environmental Monitoring Trend and Excursion Analyzer.
Quality systems: Continued Process Verification and APQR Trend Report Builder, Starting Material Sampling Plan Calculator and Computer System Validation Planner.
The main tools, compared
| Tool | When to pick it | What you give it | What you get | Works offline | Stays on your device |
|---|---|---|---|---|---|
| API Dispensing Quantity Calculator (Potency, Water and Salt Factor) Ultimate tool | Corrects the weight of an active ingredient for its potency, water or solvent content and salt form, so each batch gets the labelled amount. | Numbers | Free preview: the method, the limits that apply and the verdict for your input; computed figures stay hidden until the pass | Yes | Yes |
| Capsule Size and Fill Weight Calculator (Sizes 000 to 5) Ultimate tool | Finds the fill weight and volume of a capsule formulation, the sizes it fits, the weight limits for each capsule and the machine time for a batch. | Numbers | Free preview: the method, the limits that apply and the verdict for your input; computed figures stay hidden until the pass | No | Yes |
| Dissolution % Released Calculator (UV or HPLC, Volume Correction) Ultimate tool | Turns UV or HPLC readings at each time point into the percentage released, correcting for the volume withdrawn at every pull. | Numbers | Free preview: the method, the limits that apply and the verdict for your input; computed figures stay hidden until the result is unlocked | Yes | Yes |
| Impurity Thresholds (ICH Q3A/Q3B) for a Whole Impurity List Ultimate tool | Applies the reporting, identification and qualification thresholds of ICH Q3A and Q3B to a whole impurity list at once. | Numbers | Free preview: the method, the limits that apply and the verdict for your input; computed figures stay hidden until the pass | Yes | Yes |
| Media Fill (APS) Planner and Acceptance Calculator Ultimate tool | Plans an aseptic process simulation and judges its result against the acceptance limits for contaminated units. | Numbers | Free preview: the method, the limits that apply and the verdict for your input; computed figures stay hidden until the pass | Yes | Yes |
| Cleanroom Air Changes per Hour and Recovery Time Calculator Ultimate tool | Works out air changes per hour from airflow and room size, and the recovery time to clean conditions after a disturbance. | Numbers | Free preview: the method, the limits that apply and the verdict for your input; computed figures stay hidden until the pass | No | Yes |
| MACO Calculator for Cleaning Validation (HBEL, Dose, 10 ppm) Ultimate tool | Sets the maximum allowable carryover between products for cleaning validation by health-based limits, dose criteria or 10 ppm. | Numbers | Free preview: the method, the limits that apply and the verdict for your input; computed figures stay hidden until the result is unlocked | Yes | Yes |
| Continued Process Verification and APQR Trend Report Builder Ultimate tool | Builds the trend charts and tables of batch results that continued process verification and the annual product quality review need. | Spreadsheet or CSV | Free preview: the method, the limits that apply and the verdict for your input; computed figures stay hidden until the pass | No | Yes |
Worked example: choosing a capsule size for a 250 mg dose
A 250 mg capsule is made from a blend with 62.5 % drug load and a bulk density of 0.72 g/mL, using an active ingredient that assays 99.2 %.
Correcting for the assay, each capsule needs 250 ÷ 0.992 = 252.0 mg of the active ingredient, so the fill is 252.0 ÷ 0.625 = 403.2 mg.
At 0.72 g/mL that fill occupies 0.560 mL.
A size 0 capsule holds 0.68 mL, about 489.6 mg of this blend, so it is 82.4 % full; size 1 would be too small at 116.7 %.
With ±5 % on each capsule the fill must stay between 383.1 and 423.4 mg, and a machine making 45,000 capsules an hour fills the 300,000-capsule batch in about 6.7 hours.
Questions
Why correct a dispensing weight for potency and water?
A batch of active ingredient rarely assays exactly 100 % and may hold water or a salt counter-ion, so weighing the label amount would under-dose. The dispensing calculator raises the weight to deliver the labelled amount of the active part.
How full should a capsule be?
Fills well inside the capsule’s volume run more evenly on the machine; the capsule calculator shows the share of each size the fill would take, so you can choose one with room to spare.
Do these calculators replace a validated system?
No. They give a worked calculation you can check and file, but records used for batch release must come from your validated systems and approved procedures.
Which guidance do the sterile-area tools follow?
The cleanroom and media fill tools cite EU GMP Annex 1 and the FDA’s guidance on aseptic processing among their sources.
Start with these
- API Dispensing Quantity Calculator (Potency, Water and Salt Factor) The API to weigh for a batch from its certificate, with the filler that keeps the weight.
- Bioanalytical Method Validation Calculator (ICH M10) Run acceptance, accuracy and precision, selectivity, carry-over and ISR, against ICH M10.
- Capsule Size and Fill Weight Calculator (Sizes 000 to 5) The smallest capsule that holds the fill, the target fill weight and the machine output.
- Dissolution Kinetics Model Fitting (Higuchi, Weibull and More) Nine release models fitted and ranked, the release exponent, MDT, DE, t50 and t80.
- Impurity Thresholds (ICH Q3A/Q3B) for a Whole Impurity List The Attachment 1 thresholds for your dose, and every impurity through the decision tree.
- Media Fill (APS) Planner and Acceptance Calculator Plan media fill runs to Annex 1 and read each run with its upper confidence bound.
More tools here
- Shelf-Life Estimation from Stability Data (ICH Q1E) Q1E regression by batch, ANCOVA poolability and where the 95 % limit meets your criterion.
- Starting Material Sampling Plan Calculator (n, p and r Plans) WHO’s n, p and r sampling plans per batch, with the identity rule and a sampling sheet.
- Dissolution % Released Calculator (UV or HPLC, Volume Correction) % of label claim dissolved per vessel and time, with the volume correction and stages.
- Elemental Impurity Method Validation for ICP-MS and ICP-OES J from the Q3D PDE and your dose, then recovery, precision and LOQ for every element.
- Endotoxin Limit and MVD Calculator for Your Product List K/M, the MVD and the test plan for every product, by gel-clot or a standard curve.
- Hold-Time Study Planner for Bulk and In-Process Materials (WHO TRS 992 Annex 4) Time points, tests, samples and pull dates for every stage, with the protocol’s contents.
- HPLC/UV Assay Calculator (% Label Claim and Potency) Assay from peak areas or absorbances, with duplicates and system suitability checked.
- Powder Flow Calculator (Carr Index, Hausner Ratio, Angle of Repose) Carr’s index, the Hausner ratio and the angle of repose on the pharmacopoeial flow scale.
- Stability Out-of-Trend (OOT) Detector Regression, by-time-point and slope checks flag stability results before they go OOS.
- Swab and Rinse Acceptance Limit Calculator Swab and rinse limits from the MACO, corrected for recovery, with the LOQ check.
- Analytical Method Validation Calculator (ICH Q2(R2)) Linearity, recovery, precision and range from your data, against your protocol’s criteria.
- Bracketing and Matrixing Stability Design Generator (ICH Q1D) Extremes of strength and fill, one-half or one-third matrixing, checked against ICH Q1D.
All 46 tools
Every tool here by name, grouped by what it is for.
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Tablets, capsules & coating
5 tools- Blister Pack Foil and Film Consumption Calculator Ultimate tool
- Capsule Size and Fill Weight Calculator (Sizes 000 to 5) Ultimate tool
- Powder Flow Calculator (Carr Index, Hausner Ratio, Angle of Repose) Ultimate tool
- Film Coating Calculator (Weight Gain, Spray Rate, Coating Time) Ultimate tool
- Tablet Press Output and Dwell Time Calculator Ultimate tool
Dispensing, batch formulas & yield
4 toolsHPLC, assay & titration
5 tools- HPLC/UV Assay Calculator (% Label Claim and Potency) Ultimate tool
- HPLC Related Substances Calculator (RRF Correction) Ultimate tool
- HPLC System Suitability Checker (Plates, Tailing, Resolution) Ultimate tool
- Pharmacopoeial Titration Assay Calculator Ultimate tool
- Volumetric Solution Standardization Calculator Ultimate tool
Dissolution testing
3 toolsMethod, system & process validation
3 toolsCleaning validation, cleanrooms & water
4 toolsFormat & clean
1 toolCheck & analyze
7 tools- Elemental Impurity Method Validation for ICP-MS and ICP-OES Ultimate tool
- Stability Out-of-Trend (OOT) Detector Ultimate tool
- Environmental Monitoring Trend and Excursion Analyzer Ultimate tool
- GMP Spreadsheet Validation Pack from Your XLSX Ultimate tool
- Dissolution Acceptance Stage Checker (S, L, A and B Stages) Ultimate tool
- Dissolution Apparatus Mechanical Calibration Checker (FDA Guidance, ASTM E2503 Parameters) Ultimate tool
- Dissolution Sink Condition Checker (Volume, Solubility and Surfactant) Ultimate tool
Calculate
7 tools- Bioanalytical Method Validation Calculator (ICH M10) Ultimate tool
- Impurity Thresholds (ICH Q3A/Q3B) for a Whole Impurity List Ultimate tool
- Media Fill (APS) Planner and Acceptance Calculator Ultimate tool
- Shelf-Life Estimation from Stability Data (ICH Q1E) Ultimate tool
- Endotoxin Limit and MVD Calculator for Your Product List Ultimate tool
- Cleanroom Fumigation and Decontamination Quantity Calculator (Room Volume, Agent Dose, Exposure Time) Ultimate tool
- Swab and Rinse Recovery Study Calculator (Spiked Levels, Mean Recovery, RSD) Ultimate tool
Create & generate
1 toolTime & plan
6 tools- Hold-Time Study Planner for Bulk and In-Process Materials (WHO TRS 992 Annex 4) Ultimate tool
- Cleanroom Pressure Cascade Planner (Room Differential Pressures and Door Leakage Airflow) Ultimate tool
- Forced Degradation (Stress Testing) Study Planner Ultimate tool
- Cleanroom Disinfectant Preparation and Rotation Planner (Dilutions, Contact Times, Sporicide Schedule) Ultimate tool
- Warehouse & Cold Room Temperature Mapping Planner Ultimate tool
- In-Use Stability Study Planner (Multidose Containers and Reconstituted Products) Ultimate tool
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Inside this hub
Good to know
- All 46 tools run in your browser: what you open or paste is not uploaded.
- 36 of 46 keep working without a connection once loaded.
- Results are estimates for planning and learning, not engineering advice. Check the method and assumptions on each tool’s page.
What a pass opens here
46 Ultimate tools here need a pass.
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