Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
Potato Foreign Object Detection
The potato foreign object detection view records stones, metal, glass, wood, plastic, soil clumps, debris, and other unintended materials by lot and line event. Quality and operations teams can distinguish confirmed contamination from false alarms, trace recurring sources, and quantify downtime or equipment loss.
Market Data
How to read this market
Potato foreign-object-detection data records detection events for stones, metal, glass, wood, plastic, soil clumps, plant debris, and other unintended materials in receiving or processing streams. The market object is a traceable event tied to lot, supplier, field, transport, detector, line location, confidence, and disposition.
Use the data to identify recurring sources, quantify downtime and equipment or product loss, and distinguish true contamination from false alarms. Connect events with intake inspection, maintenance, supplier history, and corrective actions.
Data Module
Potato Foreign Object Detection
Market objectdetected foreign-material event
Primary measuresobject type, confidence, disposition
Key dimensionslot, supplier, field, line
Commercial useprevention and supplier-risk analysis
Impact linksdowntime, damage, rejection
Compare withinspection, maintenance, corrective action
Analysis
Why this matters
Foreign-object events have asymmetric consequences: a rare confirmed object may matter more than a high volume of harmless false alarms. The relevant threshold depends on safety, equipment, and product risk.
Commercial interpretation should trace confirmed events to their source while separately measuring detector performance. Repeated supplier-linked contamination is a sourcing issue; excessive false alarms are an equipment or configuration issue.
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.
October 26, 2026Latest MassGain publication
Flat headline prices mask a regional squeeze on carton russets
MassGain’s physical indicators are unchanged, but USDA shipping‑point reports and terminal quotes show premiums for 40–70s russets. UCUI remains NORMAL even as European yields and UK storage quality draw attention.
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 processors, packers, quality teams, and procurement leaders that need to detect foreign objects in potato receiving and processing streams. Stones, metal, glass, wood, plastic, soil clumps, plant debris, and other materials can damage equipment, interrupt production, contaminate product, or create serious food-safety risk. MassGain helps users connect detection events with supplier lots, fields, transport, receiving lines, and corrective actions.
The suite can organize event type, sensor confidence, timestamp, location, disposition, and affected volume and compare incidents with intake inspections, downtime, maintenance, rejections, and supplier history. Quality teams can evaluate detector performance and false alarms. Operations can identify where foreign material enters the process. Procurement can quantify the true cost of repeated contamination and incorporate it into supplier scorecards. Compliance teams can preserve a traceable record of investigation and prevention.
MassGain does not replace validated detection equipment, preventive controls, or regulatory programs. It provides the data integration and market context needed to identify recurring sources, distinguish isolated events from systemic supplier risk, and connect prevention decisions with operational and commercial impact.
Use Case
A potato plant records repeated stone detections that cause short line stops. MassGain traces the events to one field and loading period, compares detector records with intake notes and equipment damage, and supports a targeted supplier corrective action rather than penalizing the grower’s entire season.
FAQs
What foreign objects can enter potato streams?
Stones, metal, glass, wood, plastic, plant debris, soil clumps, and transport-related materials may appear.
Why track false alarms?
Excess false alarms create downtime and product loss, while missed detections create safety and equipment risk.
How does MassGain support prevention?
It links events with fields, suppliers, lots, transport, equipment, downtime, investigations, and corrective actions.
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.