How Is Cambodian Fine Robusta Scored? CQI Grading Explained Without the Hype

Short answer: A score describes a defined sample evaluated under a named method; it does not certify Cambodia, Mondulkiri or every coffee produced by a farm. Historical Coffee Quality Institute (CQI) Q Robusta records can demonstrate how physical inspection and sensory assessment were combined. However, CQI stopped accepting new coffee samples for grading on 30 September 2025, and the Specialty Coffee Association (SCA) took over the updated Q Grader programme on 1 October 2025. A 2026 buyer must identify which programme, protocol and date a score actually refers to.

Why Cambodian origin and a score are different claims

Origin describes where coffee came from. Evaluation documents how a particular sample performed under stated conditions. Both can be useful, but they answer different questions. A coffee from Mondulkiri may have a compelling geographic identity without an independent score; another coffee may have a strong cupping report but incomplete origin documentation. Neither missing piece should be invented to make a product sound more established.

A defensible label identifies the specific lot, the crop or harvest period, the species where verified, the processing method and the evaluator. A seller who says 'our Cambodian coffee scores 85' without showing which lot was tested leaves the reader unable to connect the number to an actual offer.

What the historical CQI system documented

CQI's archived public coffee database contains submissions received before October 2025 and explains that it no longer accepts new grading samples. Historical Q Robusta reports associated coffee identity with physical preparation and sensory evaluation. A documented result could include lot and producer details, process, moisture, defect observations, category scores, evaluator information and certification dates. Specific fields may vary by historical record; inspect the original document before claiming it contains a particular measurement.

The practical value of this archive is methodological. It shows the difference between a documented sample and an unsupported seller claim. It is not a current application portal, nor proof that Origin Coffee Cambodia (OCC.) or any Cambodian lot has a CQI certificate. A historical certificate cannot automatically transfer to a new crop, a blended stock or another shipment.

How a buyer reads a 100-point result

The historical CQI framework summarized sensory performance with a total on a 100-point scale alongside other relevant criteria. The commonly cited 80-point category threshold must be interpreted within the specific historical standard, not treated as a universal statement about current SCA evaluation or every trade contract. A decimal score is a reported assessment, not a laboratory measurement of intrinsic worth. Differences between two scores may reflect sample condition, assessor calibration or method as well as actual sensory quality.

Ask whether the original evaluation report is available, whether its validity period applies, and whether the tested sample represents the commercial lot. A number copied from a different producer, year or cultivar is not usable evidence. For broad mechanics of physical inspection and cupping, consult the registered Fine Robusta grading guide; this page limits itself to the Cambodian lot-level interpretation.

What changed after September 2025?

The SCA launched its revised Q Grader courses in October 2025 with Coffee Value Assessment (CVA) as the underlying evaluation approach. CVA separates physical, descriptive, affective and extrinsic assessments. This structure allows a reader to distinguish what a coffee is physically, what sensory characteristics were observed, how an evaluator or market responds to it, and what outside-the-cup information adds value. The SCA Q Grader licence belongs to qualified people, not automatically to every coffee they taste.

Historical CQI scores and current CVA results should therefore not be casually converted or presented as the same certificate. A buyer may receive an older score, a current descriptive report, an internal roaster cupping or a commercial contract grade. All can be informative when labelled honestly, but they represent different evidence. Ask for the form name, version, evaluator, date and sampling method.

What a Cambodian lot evidence pack should contain

Begin with a lot code, documented geographic source and responsible producer or aggregator. Add harvest or crop period, process description, sample code, bag or batch identification, physical observations and any available laboratory results. Attach the actual sensory evaluation, specifying whether it was internal, third-party, historically CQI-certified or produced under another method. Record the date; describe uncertainties plainly. If no verified score exists, publish descriptive tasting results with their provenance instead of fabricating a number.

For a procurement decision, the buyer also needs representative samples, agreed specifications, available quantity if confirmed, packaging, delivery terms and a way to resolve differences between the approved sample and shipment. Those commercial facts do not follow from a high cupping score. A score from one small sample cannot guarantee next season's supply or every bag in a current lot.

Why multiple evaluations can disagree

Coffee changes with roast preparation, water, grind, cooling temperature and sample handling. Some variation comes from sensory differences among trained evaluators. Good practice attempts to control preparation and document the method; it does not erase all uncertainty. When results disagree materially, check sample identity, dates, roast condition and whether the evaluators used the same framework before deciding that one assessment must be wrong.

Repeating the test with a retained reference can help a buyer establish an acceptance range. That range should be agreed in writing for the transaction rather than extrapolated from an article. The correct question is whether the purchased coffee meets the buyer's specified purpose and evidence requirements.

Frequently asked questions

Can Cambodian coffee receive a high independent score? Any candidate lot can be evaluated by an appropriate current provider; the result must be established for that actual sample. This article makes no claim about Origin Coffee Cambodia (OCC.)'s scores.

Can I submit new coffee to CQI's old database in 2026? CQI's public database says sample intake ended on 30 September 2025. Verify current assessment options rather than using outdated submission instructions.

Is an 80-point figure proof that an entire region is Fine Robusta? No. Even within a historical framework, the result belongs to a specified evaluation, not a territory.

Does the buyer have to choose the highest score? No. Sensory suitability, lot consistency, traceability and contractual performance matter independently.

For the country-level category context, continue to Fine Robusta Cambodia. For verified commercial terms, use Origin Coffee Cambodia (OCC.) Wholesale Coffee Supply, without presuming stock or certification.

Primary sources

• CQI archive and September 2025 closure notice: https://database.coffeeinstitute.org/coffees
• SCA Q Grader launch, October 2025: https://sca.coffee/sca-news/2025/10/1/q-grader-courses-now-available-across-various-regions-and-languages-zakzc
• SCA Coffee Value Assessment framework: https://sca.coffee/value-assessment

_Research checked 20 September 2026. No Cambodian farm or Origin Coffee Cambodia (OCC.) lot has been certified by assertion._