Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
Canned Peeled Potato Quality Score
Canned peeled potato quality score combines multiple finished-product attributes into one result while preserving the underlying components. MassGain connects color, texture, defects, uniformity, fill, plant, raw cohort, process history, and customer standards so teams can identify the actual cause of a score change.
Market Data
How to read this market
Canned peeled-potato-quality-score data combines finished-product measures such as color, texture, defects, size uniformity, trim, appearance, fill, and condition into a documented score. The market object is the scored canned lot with plant, line, raw cohort, can size, customer program, and scoring method preserved.
Use the data to decompose score changes and distinguish raw-potato, storage, process, packaging, and inspection effects. Compare matched products and plants and connect component weakness with downgrade, rework, claims, and customer acceptance.
Data Module
Canned Peeled Potato Quality Score
Market objectscored finished canned lot
Primary measurescomponent scores and total
Key dimensionsplant, line, lot, can size
Commercial usequality and supplier analysis
Componentscolor, texture, defects, uniformity, fill
Compare withraw cohort and process history
Analysis
Why this matters
The same total quality score can hide very different commercial risks. A color decline driven by one storage cohort calls for different action than a texture decline caused by thermal processing.
Commercial interpretation should always decompose the score. Corrective action belongs with the component and process stage that changed, not automatically with the raw supplier or the entire plant.
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 peeled potato quality score as a combined measure of finished-product acceptability. MassGain organizes the individual scoring factors—such as color, texture, defects, size uniformity, trim, appearance, fill, and condition—by plant, line, lot, supplier, crop year, can size, and customer program.
It preserves the underlying observations rather than relying only on the total score, allowing teams to see whether a decline comes from raw material, process control, packaging, or inspection practice.
Operations can compare shifts and plants, procurement can link score performance with supplier and variety, finance can quantify downgrade or rework, and commercial teams can protect customer-specific commitments. MassGain does not replace sensory panels, formal grading, or quality release authority. It provides a transparent analytical layer that explains why the score moved, whether the change is meaningful, and which physical or operational intervention is most likely to improve the finished product.
Use Case
A canned-potato line's average quality score falls three points over a month. MassGain decomposes the result and shows texture remains stable while color and trim defects worsen in one storage cohort. The plant changes raw allocation and recovers the score without altering the thermal process.
FAQs
What is included in a canned peeled potato quality score?
It may combine color, texture, defects, uniformity, appearance, fill, and other defined factors.
Why should the total score be decomposed?
Different causes require different responses in sourcing, processing, inspection, or packaging.
How does MassGain identify the driver?
It links component scores with lots, suppliers, process settings, plants, dates, and customer standards.
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.