Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
Potato Price Contributor Panel
A potato price contributor panel is the group of qualified market participants supplying evidence to an assessment or index. MassGain maps roles, affiliations, regions, products, submission patterns, and concentration so benchmark users can judge whether the panel represents independent physical-market perspectives.
Market Data
How to read this market
A potato price contributor panel is the set of qualified growers, processors, merchants, buyers, brokers, distributors, or other participants that submit market evidence to an assessment or index. The object should map contributor role, affiliation, region, product, delivery coverage, submission frequency, and evidence type.
Use panel data to test breadth and independence rather than relying on contributor count alone. Track concentration, missing market segments, related parties, conflicts, and changes in participation so benchmark users understand which parts of the physical potato market are actually represented.
Data Module
Potato Price Contributor Panel
ObjectQualified market-evidence contributor group
RolesGrower, processor, merchant, buyer, broker, distributor
DimensionsAffiliation, region, product, delivery coverage
Quality measuresFrequency, evidence type, independence, concentration
Commercial useBenchmark representativeness and confidence
WatchpointHeadcount can hide shared exposure or ownership
Analysis
Why this matters
Contributor panels matter because many names can still represent one commercial view. Several participants may share ownership, source from one basin, or sit on the same side of the market.
The key analytical signal is independent coverage across roles, products, and regions. Falling breadth or rising concentration should reduce benchmark confidence even if the number of reported observations remains unchanged.
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 benchmark administrators, processors, growers, merchants, and governance teams that need to design or manage a potato price contributor panel. A contributor panel is the group of market participants supplying transaction, bid, offer, volume, or qualitative evidence used in an assessment or index. MassGain helps users evaluate whether the panel represents the intended regions, products, buyer and seller roles, delivery periods, and market channels.
Panel size alone does not guarantee representative data. Several contributors may share ownership, source from the same basin, transact with the same processors, or cover only one part of the market. MassGain maps contributor concentration, submission frequency, evidence type, regional and product coverage, historical behavior, conflicts, and data quality. Benchmark administrators can identify gaps and recruit missing market perspectives, governance teams can monitor unusual submissions, and users can see whether a published value depends too heavily on a small group. Appropriate anonymity and aggregation can preserve confidentiality while still providing coverage indicators. MassGain does not appoint contributors or determine regulatory obligations. It provides the market structure and surveillance framework needed to build a more balanced panel, document limitations, and respond when participation or representativeness changes.
Use Case
A potato benchmark has ten contributors, but MassGain shows seven are affiliated with two processor groups and most evidence comes from one region. The administrator expands grower and merchant participation in a second region and publishes contributor-concentration metrics until the panel becomes more balanced.
FAQs
What is a potato price contributor panel?
It is the set of qualified market participants that submit evidence used to inform a benchmark or price assessment.
Why can a large panel still be concentrated?
Contributors may share ownership, counterparties, regions, products, or commercial exposure.
How does MassGain monitor panel quality?
It tracks affiliation, coverage, evidence type, submission patterns, conflicts, concentration, and representativeness.
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.