Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
Potato Quality Inspection Data
Potato quality inspection data records the measured condition of a specific lot under a defined sampling and inspection method. MassGain standardizes quality fields and links them with contract tolerances, regional crop conditions, replacement supply, and prices so supplier trends and claims remain traceable.
Market Data
How to read this market
Potato quality inspection data records the measured condition and characteristics of a specific lot under a defined sampling and inspection method. Useful fields include lot identity, origin, variety, grade, size, defects, solids, sugars, fry color, temperature, condition, sample method, inspector, and decision.
Use the data as a traceable quality history linked to contract tolerances and market context. Standardize units, defect definitions, sample timing, and methods before comparing suppliers, regions, or crop years, and retain source metadata for claims, acceptance, and compliance review.
Data Module
Potato Quality Inspection Data
ObjectLot-level inspection record
Core fieldsOrigin, variety, grade, size, defects, condition
Process fieldsSample method, date, inspector, decision
Quality fieldsSolids, sugars, fry color, temperature
Commercial useAcceptance, claims, supplier comparison
WatchpointMethod changes can create false quality trends
Analysis
Why this matters
Inspection data matters because a quality trend is only as reliable as the measurement process. Changes in sampling, timing, or defect definitions can make a supplier appear better or worse without any real crop change.
Commercial interpretation should compare like methods and then connect inspection results to regional crop conditions, replacement availability, and contract terms. That separates genuine supplier deterioration from methodology or broad crop effects.
Signal 01
Usable Crop Uncertainty Index
UCUI translates crop and market complexity into a simple uncertainty signal. Higher readings indicate greater uncertainty—not necessarily higher prices.
Understand uncertainty. Anticipate risk. Act earlier.
UCUI is designed to analyze potato-industry publications and data signals across regions, varieties, weather, disease, storage, supply, and demand.
WeatherHigh
DiseaseHigh
StorageMedium
SupplyMedium
Single-day snapshot based on a scan of 11,500+ web and social signals. Get historical and real-time data by clicking the button below.
The MassGain Daily
Today’s market analysis.
A daily editorial synthesis of physical potato data, crop signals, market reporting, and what participants should watch next.
September 16, 2026Latest MassGain publication
Potato market steady for now; Russia’s smaller crop is the salient risk
Spot prices are flat and USDA terminal reports read ‘market steady,’ but a renewed forecast for a smaller Russian harvest and recent regional harvest stress leave seasonal import timing and storage losses as the key uncertainty.
Signal 02
MassGain Potato Index
Independent physical-pricing intelligence and market-trend analysis for procurement, forecasting, contracting, and scenario planning.
Core Russet Carton Median
312.45 USD/MT
Latest qualifying physical-market observation
+4.75 (+1.55%)
Price discovery for the physical potato market
MPI is designed to track physical pricing data, price trends, deltas, and divergences across regions and potato types.
Series window45 days
Current public coverageCore russet cartons
Primary source basisQualifying USDA physical rows
UnitUSD per metric tonne
Single-day snapshot based on most recent 45 days worth of data. Limited to US Russets only. Get more complete, global data about all varieties by clicking the button below.
Signal 03
MassGain Spot Reference
An independent spot reference designed for price discovery, contract discussions, procurement comparisons, and risk modeling.
Russet Burbank — U.S. Midsize
305 USD/MT
Demonstration reference format
+1.6% WoW · Confidence: High
A trusted benchmark for pricing, contracts, and risk
MSR is intended to use real transactions and verifiable physical-market data to support negotiations, price checks, contracting, and risk models.
ProductRusset Burbank
SpecificationU.S. midsize, 40–70 count
Reference typePhysical spot benchmark
StatusIn development
Based on most recent 45 days worth of data. Limited to US Russets only. Get more complete, global data about all varities by clicking the button below. Full access also includes historical data -- including depreciated NYMEX/CBOE/EEX spot references -- projections, trends, and AI-driven insights.
The MassGain Product Ladder
From insight to intelligence to action
Four integrated products built for the physical potato market, delivered through public pages, reports, exports, dashboards, and API access.
1
Content
Original research, commentary, aggregated news, and market updates.
- What matters right now?
- What is happening out there?
2
UCUI™
Usable Crop Uncertainty Index: an AI-powered signal of crop risk and market uncertainty.
- Understand uncertainty
- Anticipate risk
- Act earlier
3
MPI™
MassGain Potato Index: independent physical-pricing intelligence and trend analysis.
- Price discovery
- Regional trends
- Procurement planning
4
MSR™
MassGain Spot Reference: an independent benchmark for price discovery and risk modeling.
- Contracts
- Negotiations
- Risk models
Content + UCUI + MPI + MSR + API access
Get historical series, regional detail, constituent data, exports, alerts, and direct data access.
Overview
Who is this for?
This page is for procurement teams, processor quality departments, growers, auditors, and compliance managers that need structured potato quality inspection data. Inspection records can document lot identity, origin, variety, grade, size, defects, solids, sugars, fry color, temperature, condition, package, sample method, inspector, and decision. MassGain helps organizations preserve those fields consistently and connect the findings with contracts, regulatory or certification requirements, and the physical market at the time of inspection.
Quality data becomes most valuable when it is comparable and traceable. Inconsistent sampling, units, timing, or defect definitions can make supplier trends misleading and weaken claims or settlement decisions. MassGain standardizes the record structure, retains source and method metadata, and links inspection outcomes with regional crop conditions, storage age, supplier history, market prices, and replacement availability. Compliance teams can document whether agreed procedures were followed, procurement can evaluate acceptance and deductions, operations can assign lots appropriately, and finance can quantify the economic effect of rejection or downgrade. MassGain does not perform official inspection or determine legal compliance. It provides the evidence layer needed to create an auditable quality history and apply technical findings consistently across suppliers, plants, and crop years.
Use Case
A processor receives repeated quality disputes from one origin. MassGain aligns inspection methods, defect categories, sample dates, contract tolerances, and regional crop conditions. The analysis reveals that part of the apparent supplier deterioration came from a new sampling method, while a genuine rise in internal defects still requires corrective action.
FAQs
What should potato quality inspection data record?
It should record lot identity, method, sample, date, product attributes, defects, results, and the resulting decision.
Why is inspection-method consistency important?
Different samples, units, or definitions can create false performance trends and compliance disputes.
How does MassGain support compliance review?
It connects traceable inspection evidence with contract tolerances, official requirements, prices, and market conditions.
Put this market intelligence to work
Get historical data, regional detail, benchmarks, alerts, exports, and API access tailored to your procurement
and market-analysis needs.
Data and Methodology
Professional market-data standards
MassGain is building transparent public market infrastructure. Each live metric will identify its date, unit, coverage, methodology, and source basis.
Data provenance
MassGain uses public, licensed, contributed, and independently derived physical-market information. Source availability and publication schedules vary.
Timing and revisions
Figures may reflect the latest available observation rather than a same-day transaction. Source data and MassGain calculations may be corrected, restated, or revised.
Not transactional pricing
MassGain figures are informational reference values and do not constitute executable bids, offers, settlements, or guarantees that a transaction can occur at the displayed value.
No individualized advice
Content and data are provided for informational and analytical purposes and do not constitute financial, investment, legal, trading, or individualized procurement advice.
Independent publication
Certain observations may be derived from USDA reports. MassGain is independent and is not affiliated with or endorsed by the USDA.
Commercial use and licensing
Public display does not grant rights to reproduce, redistribute, republish, or incorporate MassGain indices or references into commercial products or contracts without authorization.