Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
Canned White Potato Quality Score
Canned white potato quality score combines finished color, texture, defects, uniformity, fill, and condition into a documented result. MassGain preserves every component and links the score with plant, raw cohort, process, can size, and customer program so changes remain explainable.
Market Data
How to read this market
Canned white-potato-quality-score data combines finished-product color, texture, defects, size uniformity, appearance, fill, and condition into a documented score by plant, lot, can size, crop period, and customer program. The market object is the total score plus every underlying component and test method.
Use the data to compare matched SKUs and plants, identify whether a change begins with raw supply, storage, peeling, thermal process, packaging, or inspection, and track whether corrective actions improve the relevant component.
Data Module
Canned White Potato Quality Score
Market objectscored canned white potato lot
Primary measurescomponent scores and total
Key dimensionsSKU, plant, lot, can size
Commercial usequality and supplier monitoring
Componentscolor, texture, defects, uniformity, fill
Compare withraw cohort and process changes
Analysis
Why this matters
Two equal total scores can carry different future risk if one is supported by strong texture but weak color and the other by the reverse. Component composition matters to customer and process decisions.
Commercial interpretation should compare like products and expose mix effects. A lower monthly average can result from producing more difficult SKUs rather than genuine deterioration within any one product.
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 food processors analyzing canned white potato quality score across plants, suppliers, crop years, can sizes, and customer programs. MassGain decomposes the total into defined components such as color, texture, defects, size uniformity, appearance, fill, and condition, retaining the scoring method and tolerance used.
It helps teams determine whether a score change reflects raw-potato quality, storage, peeling, cutting, thermal processing, packaging, or inspector variation. Operations can compare shifts and lines, procurement can evaluate supplier and variety performance, quality teams can standardize scoring, and finance can quantify downgrade or customer-claim exposure.
The suite also preserves score history and revisions, allowing users to measure whether corrective actions produced a sustained improvement. MassGain does not replace formal grading or product-release authority. It provides a transparent analytical layer that converts a headline score into specific, actionable physical and process drivers.
Use Case
A canned white potato program remains within grade but its quality score trends downward. MassGain shows color and defects are stable while texture declines after a change in raw storage age. The plant modifies lot sequencing and prevents the score from falling below the customer's threshold.
FAQs
Why break the quality score into components?
A total score can hide whether color, texture, defects, uniformity, or fill is causing the change.
Can two equal scores represent different risk?
Yes. Different component weaknesses can have very different operational and customer consequences.
How does MassGain track improvement?
It compares score components before and after changes in raw supply, process settings, or inspection practice.
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.