Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
Potato Processed Product Score Sheet
A potato processed product score sheet converts finished-quality evaluation into a traceable dataset across fries, chips, hash browns, canned products, flakes, granules, and other formats. MassGain preserves component scores, weights, methods, lots, plants, inspectors, customer programs, and disposition.
Market Data
How to read this market
A potato processed-product-score-sheet dataset structures finished-quality evaluation for fries, chips, hash browns, canned products, flakes, granules, and other potato formats. The market object is the scorecard by product and lot, including factor definitions, weights, defect rules, tolerances, preparation method, inspector, comments, and disposition.
Use the data to preserve component scores behind the total, compare only compatible products and scales, and connect color, texture, size, defects, cooking, or packaging results with plant, supplier, process, and customer context.
Data Module
Potato Processed Product Score Sheet
Market objectstructured finished-quality scorecard
Primary measuresfactor scores and total
Key dimensionsproduct, lot, plant, inspector
Commercial usequality, supplier, and claim analysis
Governanceweights, tolerances, method, version
Compare withprocess data and customer program
Analysis
Why this matters
The same total score can be produced by very different weaknesses, so the headline alone is a poor guide to corrective action. Color, texture, breakage, and defects have different physical causes and commercial consequences.
Commercial interpretation should retain the full component record and scoring version. This allows plants and suppliers to be compared without confusing different scales or customer overlays.
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 and market-intelligence teams using a potato processed product score sheet to evaluate finished quality consistently. MassGain structures product identity, lot, plant, line, inspector, preparation method, score factors, weights, defect definitions, tolerances, comments, disposition, and customer program.
It supports distinct scorecards for fries, chips, hash browns, canned products, flakes, granules, and other formats while retaining the component observations behind the total. Users can compare plants and suppliers without mixing unlike products or scoring scales and can determine whether a score change comes from color, texture, size, defects, cooking, packaging, or inspection practice.
Quality teams can standardize evaluation, operations can connect scores with process settings, procurement can link recurring outcomes with raw and ingredient suppliers, and finance can quantify downgrade or claim exposure. MassGain does not replace trained inspection, sensory protocols, or formal grading. It provides an auditable analytical layer that turns a static score sheet into a traceable dataset, helping teams explain the result, identify corrective action, and preserve evidence for supplier review and customer discussions.
Use Case
A multi-plant processor uses different spreadsheets to score the same frozen product. MassGain aligns factor definitions and weights, then reveals that one plant’s lower total comes from a stricter breakage rule rather than poorer product. The company harmonizes the scorecard and retains the customer-specific overlay separately.
FAQs
What belongs on a processed product score sheet?
Product, lot, method, factors, weights, defects, tolerances, scores, comments, and disposition belong.
Why retain component scores?
The same total can hide very different quality problems and corrective actions.
How does MassGain compare score sheets?
It preserves product, method, scale, weights, inspector, plant, lot, and customer context.
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.