Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
Potato Chipping Lot Inspection
Potato chipping lot inspection data creates a traceable record of how a raw lot was sampled, tested, accepted, adjusted, or rejected. MassGain links gravity, sugar, fry color, size, defects, temperature, sprouting, methods, contract rules, and later chip performance for auditable quality decisions.
Market Data
How to read this market
Potato chipping-lot-inspection data records how a defined raw-potato lot is sampled and tested at receiving, storage release, or settlement. The market object is the inspection event linked to lot identity, sample plan, timing, method, size, specific gravity, sugar or fry color, defects, cleanliness, temperature, sprouting, and governing contract.
Use the data to support acceptance, deductions, appeals, and product allocation and to compare inspection results with later chip yield and finished quality. Preserve conditioning and test conditions because they can materially affect chipping measurements.
Data Module
Potato Chipping Lot Inspection
Market objectlot-level inspection event
Primary measuressize, gravity, color, defects, condition
Key dimensionslot, method, timing, contract
Commercial useacceptance, settlement, allocation
Governancesample plan and test conditions
Compare withlater chip performance and prior lots
Analysis
Why this matters
Inspection results can diverge from true lot performance when sampling is weak or conditioning and test methods differ. A failed fry-color test caused by inconsistent preparation is not equivalent to a genuinely unsuitable storage cohort.
Commercial interpretation should preserve the chain from sample to commercial decision. Linking inspection with later plant results reveals whether the receiving test is actually predictive enough to justify rejection or premium.
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 managing potato chipping lot inspection at receiving, storage release, or contract settlement. MassGain structures sampling plans, lot identity, inspection timing, test methods, results, tolerances, appeals, and disposition in one traceable workflow.
It can organize size, gravity, sugar or fry color, defects, cleanliness, temperature, sprouting, and storage condition while preserving who tested the sample and which contract or grade rule applied. Quality teams can identify missing or inconsistent tests, procurement can connect results with acceptance and deductions, and operations can see whether the inspected lot is suitable for the scheduled product.
The suite also links inspection history with later chip yield and finished quality, allowing teams to assess whether the sampling program predicts actual performance. MassGain does not conduct inspections or certify compliance. It provides an auditable evidence layer that reduces ambiguity between supplier, plant, quality, and finance records and helps ensure every commercial decision is supported by the correct lot-level data.
Use Case
A processor disputes a supplier claim after a load fails fry-color inspection. MassGain retrieves the sample method, storage temperature, test time, contract tolerance, and prior lot history. The review finds the sample was conditioned incorrectly, so the plant retests the lot and avoids an unsupported rejection.
FAQs
What belongs in a chipping lot inspection record?
Lot identity, sample plan, methods, results, tolerances, timing, disposition, and supporting evidence belong.
Why preserve test conditions?
Temperature, conditioning, sample age, and method can materially change gravity, color, and sugar results.
How does MassGain improve auditability?
It links every acceptance, deduction, or rejection to the governing rule and source inspection.
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.