From Terpenes to THC: Understanding Cannabis Lab Results

Shopping for flower, pre-rolls, vapes, or edibles becomes far easier when a consumer understands how to read a cannabis label like a pro. From cannabinoids to contaminants, each line on a label or certificate of analysis (COA) tells a story about potency, flavor, freshness, and safety. We’ve broken down what matters most and how to use that information to make confident purchases.

Total THC and What It Means

Most labels show THC, THCA, and “Total THC.” THCA is the acidic precursor to THC, which becomes psychoactive only when heated through decarboxylation. Because the THCA molecule loses mass during this process, labs calculate Total THC by multiplying THCA by 0.877 and adding any THC already present:
Total THC = (THCA × 0.877) + THC.

This standardized calculation, used in most state-regulated markets, offers the best way to compare potency between products. CBD content is often listed in the same way, with CBDA and CBD measured separately and a “Total CBD” provided. Many consumers look for a specific THC-to-CBD ratio—such as 2:1 or 1:1—for a balanced effect profile.

Terpenes: The Aroma and Flavor Roadmap

Some labels include a terpene profile, listing compounds such as myrcene, limonene, caryophyllene, pinene, and linalool. These aromatic molecules help shape a strain’s smell, flavor, and perceived effects. While terpene labeling is not required in every state, more reputable brands are adding it voluntarily, knowing it helps consumers go beyond the simple “indica,” “sativa,” or “hybrid” categories to find the experience they prefer.

Safety Testing Panels

Before a cannabis product reaches the shelf, it must pass safety tests. Most state regulations require screening for:

  • Pesticides
  • Heavy metals
  • Microbial contaminants (e.g., Salmonella, E. coli)
  • Mycotoxins
  • Residual solvents (for concentrates and vapes)

Many labs also report moisture content and water activity, which are important for mold prevention and product longevity. While the list of contaminants and allowable limits varies by state, the purpose is the same: to ensure the product is safe and accurately labeled.

Water Activity vs. Moisture Content

Both water activity (aᵥ) and moisture content can appear on lab reports. Moisture content measures the percentage of water by weight, while water activity measures how much of that water is available for microbial growth. For cannabis flower, a water activity range of roughly 0.55–0.65 helps preserve aroma and prevent mold. Readings above this range increase spoilage risk; readings below it can cause dry, brittle buds.

Lab Accreditation and Why It Matters

A trustworthy COA lists the testing lab’s name and accreditation status. In regulated markets like California, labs must maintain ISO/IEC 17025 accreditation—an international standard for technical competence in testing. Accreditation ensures the lab follows rigorous procedures, making results more consistent and reliable. Some labs also participate in proficiency testing and inter-laboratory comparison programs to further validate their accuracy.

Batch Numbers and Traceability

Every compliant cannabis label or COA includes a unique batch or lot number that ties the product to its testing results. Alongside the batch number, shoppers may see a harvest date, packaging date, and expiration or “best by” date. Many labels also feature QR codes that link directly to the COA for that specific batch, offering instant verification of the lab results.

Ingredients, Solvents, and Extraction Method

Edibles and beverages must list all ingredients and allergens. Concentrates and vape cartridges should disclose the extraction method (e.g., hydrocarbon, CO₂, or rosin) and whether any botanical terpenes or cutting agents are added. The COA will confirm residual solvent levels are within safe limits and compliant with state regulations.

Understanding Potency Formats

Cannabis potency can be displayed in different formats:

  • Flower: Cannabinoid content is usually shown as a percentage by weight (e.g., Total THC 25%).
  • Edibles/Tinctures: Potency is often listed in milligrams per serving and per package (e.g., 10 mg THC per serving, 100 mg per package).
  • Concentrates: Potency may be shown as a percentage or in milligrams per gram.

When comparing products, consumers should match like formats—percentages with percentages, or mg/serving with mg/serving.

Why Potency Numbers Can Differ Across States

The same strain may appear stronger in one state than another due to differences in lab methods, sampling requirements, or reporting rules. Without a national cannabis testing standard, each state sets its own requirements, leading to variations in how results are presented. This is why reviewing the COA and choosing brands that publish full lab results remains the best practice.

A Quick Pro Checklist for Cannabis Labels

When standing at the dispensary counter or browsing online menus, consumers can follow this checklist:

  • Scan the QR code to confirm the COA matches the exact batch on the label.
  • Look at Total THC (and Total CBD) to gauge potency.
  • Review the terpene profile for flavor and effect guidance.
  • Check water activity/moisture content to assess freshness.
  • Verify the testing lab is ISO/IEC 17025-accredited and the product passed all safety screenings.

By understanding these label elements, consumers can make informed decisions, find products that match their desired experience, and shop confidently across different brands and markets.