Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
Potato Grower Default Probability
Potato grower default probability estimates how crop and financial pressures could impair a grower’s ability to meet obligations. MassGain combines yield, quality, contracts, prices, input costs, liquidity, insurance, debt service, receivables, and buyer concentration in transparent scenario analysis rather than a black-box label.
Market Data
How to read this market
Potato grower-default-probability data combines financial and potato-specific operating evidence to estimate the likelihood that a grower cannot meet defined financial or commercial obligations. The market object is a scenario-based credit estimate using acreage, yield, quality, contracts, prices, input costs, storage, insurance, liquidity, debt service, receivables, collateral, and buyer concentration.
Use the data to identify which assumptions drive vulnerability and to compare normal, weather-loss, price, cost, or delayed-payment scenarios. Treat the result as an estimate with explicit confidence and data quality.
Data Module
Potato Grower Default Probability
Market objectscenario-based grower credit risk
Primary measuresestimated default likelihood and drivers
Key dimensionsgrower, crop year, contracts, liquidity
Commercial usesupplier and credit-risk monitoring
Risk inputsyield, price, costs, debt, insurance
Compare withstress scenarios and data confidence
Analysis
Why this matters
Default risk can rise sharply when several moderate pressures interact—lower marketable yield, higher interest, delayed processor payment, and weak insurance recovery—even if no single variable looks catastrophic.
Commercial interpretation should avoid treating the estimate as a factual label. The useful output is the set of conditions and sensitivities that threaten resilience.
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 growers, producer organizations, agricultural lenders, processors, and risk teams that need to assess potato grower default probability. The analysis estimates the likelihood that a grower cannot meet financial or commercial obligations under defined conditions. MassGain adds potato-specific evidence—acreage, yield, quality, contract coverage, prices, input costs, storage, insurance, liquidity, and buyer concentration—to ordinary credit indicators.
The suite can organize debt service, working capital, payment history, production expense, crop revenue, processor receivables, collateral, and management performance alongside regional crop and market scenarios. Growers can identify which variables threaten resilience. Lenders can distinguish a temporary weather loss from structural leverage. Processors can monitor supply continuity without assuming that every weak crop implies financial failure. Risk teams can model low-yield, low-price, input-cost, delayed-payment, and quality-loss cases.
Default probability is an estimate, not a factual label or prediction about an individual. Model outputs can be biased by incomplete data and changing relationships. MassGain does not make credit decisions or provide lending advice. It supplies a transparent, explainable framework that documents inputs, confidence, and scenario sensitivity so users can focus on the conditions most likely to impair performance.
Use Case
A processor relies on a grower whose leverage appears manageable in a normal year. MassGain combines drought-driven yield loss, higher interest expense, delayed receivables, and limited insurance recovery and shows a sharp downside in spring liquidity. The parties restructure delivery advances and diversify critical volume before planting.
FAQs
What drives potato grower default risk?
Yield, quality, price, input costs, leverage, liquidity, insurance, buyer concentration, and payment timing all matter.
Is default probability a certainty?
No. It is a model-based estimate that depends on assumptions, data quality, and changing conditions.
How does MassGain keep the model explainable?
It exposes financial, crop, contract, market, and scenario inputs rather than relying only on a black-box score.
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.