Dry-Weight Basis (Potency)
A potency result reported 'on a dry-weight basis' has had the material's moisture content mathematically subtracted before the percentage was calculated, so DWB result = as-is result ÷ (1 − moisture fraction) — always equal to or higher than the as-is number. Anhydrous basis applies the same logic specifically to water of hydration in a defined chemical structure rather than to bulk moisture generally. Mixing these bases between the certificate of analysis, the written specification, and the dispense target is one of the quietest and most recurring potency errors in regulated manufacturing, because none of the three numbers is 'wrong' in isolation — they are simply not talking about the same material.
How does Dry-Weight Basis (Potency) apply to your shop floor?
Pick your industry and scale — Ask V5 rewrites the definition in your context, gives a worked example, and shows what V5 does on day one.
01As-is, dry-weight, and anhydrous — three different denominators
Every potency percentage is a fraction: mass (or activity) of the analyte of interest divided by the total mass of the sample as it was weighed. The three common reporting bases differ only in what goes into that denominator, and confusing them produces numbers that look like a discrepancy but are actually a definitional mismatch.
| Basis | Denominator | Typical use |
|---|---|---|
| As-is (as-received, wet-weight) | Total sample mass exactly as weighed, including all moisture | Finished product labeling; what the consumer/patient actually receives |
| Dry-weight basis (DWB) | Sample mass with bulk moisture mathematically removed | Botanicals, hemp/cannabis regulatory testing, agricultural commodities |
| Anhydrous basis | Sample mass with water of crystallization/hydration removed from a defined chemical structure | APIs and excipients that exist as hydrate salts (e.g. citric acid monohydrate, calcium carbonate hydrates) |
Dry-weight basis and anhydrous basis are frequently used loosely as synonyms, but they are conceptually distinct. Anhydrous basis corrects for a specific, chemically defined water of hydration that is part of a crystal structure and can be characterized precisely (e.g. by loss-on-drying at a temperature that drives off hydrate water without decomposing the compound). Dry-weight basis corrects for bulk, variable moisture content in a heterogeneous natural material like plant matter, where the 'water' being removed has no fixed stoichiometric relationship to the analyte.
02Moisture determination: LOD (USP <731>) vs Karl Fischer (USP <921>)
The moisture fraction used in a dry-weight conversion is itself a measured value, and the method used to measure it matters — the two dominant compendial methods measure different things and are not interchangeable for materials where volatiles other than water contribute to weight loss.
| Method | Principle | Measures | Limitation |
|---|---|---|---|
| USP <731> Loss on Drying (LOD) | Gravimetric — sample is dried under defined heat/vacuum/desiccant conditions and weight loss is recorded | All volatile matter lost under drying conditions (water plus any other volatiles: residual solvent, some organic components) | Overstates true water content for materials containing residual solvents or thermally labile/volatile organic constituents |
| USP <921> Water Determination (Karl Fischer titration) | Chemical — coulometric or volumetric titration specific to water via the Karl Fischer reaction | Water specifically, not other volatiles | More specialized equipment and method validation burden; not suited to very high-moisture heterogeneous matrices without sample prep adjustments |
USP <731> is the default for most solid dosage-form components and is simple, cheap, and widely validated, but it is a poor choice for materials where a meaningful fraction of the weight loss on heating is not water — essential-oil-bearing botanicals, materials with residual ethanol from extraction, or heat-labile actives that decompose before moisture fully drives off. USP <921> Karl Fischer is specific to water and is the method of choice whenever LOD's non-specificity would bias the dry-weight conversion, or whenever the material's specification explicitly calls for water content rather than generic loss on drying.
03The conversion math, worked through
The core relationship converting between bases uses the moisture fraction (m, expressed as a decimal) determined by LOD or Karl Fischer on a representative, matched sample:
- Determine moisture fraction m (e.g. 0.095 for 9.5% moisture) on a sample from the same lot and, ideally, the same sub-sample as the potency assay.
- As-is result → Dry-weight result: DWB = As-is ÷ (1 − m).
- Dry-weight result → As-is result: As-is = DWB × (1 − m).
- Anhydrous conversion for a hydrate salt uses the same formula with m as the known or measured water-of-hydration fraction, often derived from the molecular weight ratio of hydrate to anhydrous form rather than from an LOD measurement.
| Scenario | As-is result | Moisture | Dry-weight result |
|---|---|---|---|
| Botanical marker compound | 8.50% | 10.0% | 8.50 ÷ 0.90 = 9.44% |
| Hemp flower total THC | 0.28% | 12.0% | 0.28 ÷ 0.88 = 0.318% |
| Protein supplement | 22.0% | 5.0% | 22.0 ÷ 0.95 = 23.16% |
| Citric acid monohydrate → anhydrous | 99.5% (as monohydrate) | 8.59% (theoretical water of hydration) | 99.5 ÷ 0.9141 = 108.8% (anhydrous-equivalent — flags a labeling/basis error, since a result over 100% signals the wrong conversion direction was applied) |
The last row is included deliberately: it illustrates the most common conversion mistake, which is applying a dry-weight/anhydrous conversion to a result that was already reported on that basis, effectively double-correcting for moisture and producing a nonsensical result over 100%. Any conversion output above 100% (for a percentage-of-total-mass measurement) is a strong signal that the basis of the starting result was misidentified.
04Dry-weight basis in cannabis and hemp regulation
Dry-weight basis is not merely a convention in the hemp/cannabis space — it is a statutory testing requirement. Under 7 CFR Part 990 (the USDA Domestic Hemp Production Program), the legal definition of hemp (≤0.3% total THC) is explicitly measured on a dry-weight basis, meaning the moisture content of the flower sample must be determined and the total THC result mathematically corrected to the dry-weight equivalent before the 0.3% threshold is applied. A sample that reads 0.27% total THC as-is at 15% moisture converts to 0.27 ÷ 0.85 = 0.318% dry-weight — crossing the federal threshold purely because of the basis conversion, with no change in the actual as-received material.
State cannabis programs vary in whether potency is reported as-is or dry-weight for finished, dispensable product, but nearly all require dry-weight basis for the compliance boundary between 'hemp' and 'marijuana' under the federal definition, because that boundary is defined in statute on a dry-weight basis. Laboratories testing for USDA hemp compliance must therefore run a moisture determination alongside every cannabinoid potency test and apply the conversion before reporting a compliance result.
05Botanical and dietary supplement monograph conventions
USP <2030>, Supplemental Information for Articles of Botanical Origin, and individual USP-NF botanical monographs typically specify both a loss-on-drying limit (an upper bound on acceptable moisture, since excess moisture drives microbial growth and degradation) and a marker-compound assay, and the monograph states explicitly whether the assay result is reported as-is or on a dried basis. Under 21 CFR 111.75, dietary supplement manufacturers must establish component specifications for identity, purity, strength, and composition — and the basis convention for the strength specification must be documented as part of that specification, not left implicit.
Because botanical raw materials are agricultural commodities with genuinely variable moisture from harvest to harvest and lot to lot, the dry-weight basis conversion is what allows a fair, apples-to-apples comparison of marker-compound content across lots that may have been dried, stored, or shipped under different humidity conditions. Reporting strictly as-is would make lot-to-lot potency comparisons meaningless, since a wetter lot would always appear artificially low in marker content relative to a drier lot of genuinely identical composition.
06CoA basis-declaration failures — the recurring audit finding
The single most common basis-related failure is not a calculation error — it is a missing or ambiguous basis declaration on the certificate of analysis itself. A CoA that reports '9.2% marker compound' without stating as-is or dry-weight forces the receiving quality unit to guess, and different operators or shifts may guess differently, producing inconsistent dispense targets for genuinely identical material.
- Supplier CoA omits the basis declaration entirely — the receiving lab must contact the supplier or, if unresolved, treat the lot as non-conforming pending clarification rather than assume a basis.
- Supplier changes basis convention between lots without flagging it — a supplier switches labs or testing methods and the new lab defaults to dry-weight while the prior lab reported as-is; potency appears to jump lot-to-lot with no compositional change.
- In-house re-assay reports on a different basis than the incoming CoA — the receiving lab's standard method uses LOD-corrected dry-weight while the supplier reports as-is, and the discrepancy is investigated as an OOS before anyone checks the basis.
- Specification silent on basis — the written specification states a potency range with no basis annotation, so conformance decisions are made inconsistently across reviewers.
07Dispense-side impact and yield reconciliation
Basis mismatch does not only distort the reported potency percentage — it propagates directly into the dispensed mass and, from there, into yield reconciliation. If the formula's target assumes a dry-weight potency but the dispense engine applies the assay-adjusted charge using the as-is number for the same lot, the operator will weigh out more material than the formula requires (because the as-is number reads lower than the dry-weight number for any moist material), and the finished batch will run over target on that component while another component may be short if total batch mass is constrained.
Under 21 CFR 211.103, yield calculations must be reconciled against the adjusted theoretical yield, and an adjusted theoretical built on a basis-mismatched potency number is not a valid adjusted theoretical — it will generate a yield variance that traces, on investigation, not to a process failure but to a units-of-measure error, wasting investigation time and potentially masking a real process deviation underneath the noise.
Frequently asked questions
Q.Is dry-weight basis always higher than as-is potency?+
Yes, for any material that actually contains moisture. Because DWB = as-is ÷ (1 − moisture fraction) and the moisture fraction is between 0 and 1, dividing by a number less than 1 always increases the result. The only case where they are equal is a perfectly dry (0% moisture) sample.
Q.How is anhydrous basis different from dry-weight basis?+
Dry-weight basis corrects for bulk, variable moisture in a heterogeneous material (like plant matter) using an empirically measured moisture fraction. Anhydrous basis corrects for a specific, chemically defined water of hydration in a crystalline compound, often calculated from the known molecular weight difference between the hydrate and anhydrous forms rather than measured freshly on every lot. Both use the same conversion formula, but anhydrous basis applies to a fixed stoichiometric relationship while dry-weight basis applies to variable natural moisture.
Q.Which moisture method should I use — LOD or Karl Fischer?+
Use whichever method the governing specification or monograph specifies, and never substitute one for the other without validating that they give equivalent results for that specific material. USP <731> LOD is simpler and cheaper but non-specific (it captures all volatiles, not just water), which biases the dry-weight conversion for materials containing residual solvents or volatile organics. USP <921> Karl Fischer is specific to water and is preferred whenever that specificity matters.
Q.Why does hemp compliance testing use dry-weight basis instead of as-is?+
Because the federal definition of hemp under 7 CFR Part 990 explicitly defines the 0.3% total THC threshold on a dry-weight basis. This is a statutory choice, not a laboratory convention, so USDA-compliant hemp testing must determine moisture and apply the dry-weight conversion to the total THC result before comparing it to the 0.3% limit — a sample that passes as-is can still fail once converted to dry-weight.
Q.What should I do if a supplier CoA doesn't state the potency basis?+
Treat it as an incomplete document, not as a default-to-as-is assumption. Contact the supplier for clarification and, in the interim, place the lot on quality hold rather than guessing at the basis — an undeclared basis is functionally equivalent to a missing test result, since the number cannot be correctly used for a release or dispensing decision without it.
Q.Can I convert a dry-weight result back to as-is without re-testing?+
Yes, provided you have a valid moisture result from a matched sample: As-is = Dry-weight result × (1 − moisture fraction). The conversion is purely mathematical in both directions as long as the moisture fraction used is accurate and was determined on material representative of the same lot and, ideally, the same physical sub-sample as the potency assay.
Q.What happens if I apply a dry-weight conversion to a result that's already on a dry-weight basis?+
You double-correct for moisture, and the resulting number will be inflated — often visibly wrong, sometimes exceeding 100% for a percentage-of-mass measurement. A conversion output over 100% is a reliable red flag that the input result's basis was misidentified, and the calculation should be re-checked against the original CoA basis declaration before the result is used for any release decision.
Primary sources
- USP <731> Loss on Drying
- USP <921> Water Determination (Karl Fischer)
- USP General Notices 5.30 — Preservation, Packaging, Storage, and Labeling (basis of strength)
- USP <2030> Supplemental Information for Articles of Botanical Origin
- AOAC Official Method 935.14 / 925.09 — Moisture in Plants / Cereal Products
- USDA AMS — U.S. Domestic Hemp Production Program (dry-weight basis THC testing)
- 7 CFR Part 990 — Domestic Hemp Production Program
- 21 CFR 111.75 — Establishing component specifications and tests (dietary supplements)
Further reading
- Loss on drying (USP <731>)The gravimetric moisture method most commonly used to compute DWB.
- Water/LOD compensationHow the moisture fraction is applied at dispense time to correct a target weight.
- Potency FactorThe assay-side correction factor that must be computed on the same basis as the specification.
- Certificate of AnalysisWhere the reporting basis must be explicitly declared for every potency result.
- Total THC calculationThe cannabis/hemp use case where dry-weight basis is a statutory requirement, not a convention.
- OOSTriggered when a basis mismatch makes a compliant lot appear out of specification.
- DeviationOpened when the CoA basis is ambiguous, missing, or inconsistent with the specification.
V5 Ultimate ships with the Dry-Weight Basis (Potency) controls already wired in — audit trail, e-signatures, validation evidence. Free trial, no credit card, onboard in days, not months.
