Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
Potato Crop Loss Forecast
A potato crop loss forecast estimates how much expected production may be lost or downgraded by weather, disease, pests, harvest problems, or quality defects. It helps growers, processors, and lenders translate field risk into usable-volume and replacement-cost scenarios.
Market Data
How to read this market
A potato crop loss forecast estimates the portion of expected production that may be lost or downgraded because of weather, disease, pests, harvest problems, quality defects, storage limitations, or abandonment. It should identify region, crop stage, cause, confidence, variety, and whether the loss affects tonnes, marketable quality, or both.
MassGain can connect credible loss scenarios with regional prices, contract coverage, processing demand, storage, and replacement supply. Users can translate biological loss into commercial exposure without treating preliminary field concerns as confirmed crop damage.
Data Module
Crop loss-forecast context
Regionaffected production basin
Causeweather, disease, pest, or quality factor
Crop stagetiming of the exposure
Volumeexpected physical production loss
Qualitydowngrade or unusable share
Decision usesourcing, credit, and replacement scenarios
Analysis
Why this matters
A quality downgrade can have a larger market effect than the tonnage loss suggests when it removes potatoes from a narrow processing or fresh specification. Conversely, physical loss in an abundant generic channel may have little price consequence.
The analytical task is therefore to forecast usable-volume loss and replacement pressure, not damage alone. MassGain helps connect credible field evidence to the exact market segment affected.
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 10, 2026Latest MassGain publication
Potato prices quiet at $30/cwt as regional harvest damage buzzes beneath the surface
Market indicators are stable, but reporting from Europe and select growing areas shows real, localized crop stress — a reminder that steady headline prices can mask uneven physical risk.
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 agricultural lenders, insurers, growers, processors, and risk teams that need to estimate future potato production losses before final harvest and claims data are available. A potato crop loss forecast can consider weather, disease, pests, planting or harvest delay, field abandonment, yield reduction, quality defects, storage unsuitability, and the difference between gross production and marketable output. The forecast should be regional, variety-aware, and expressed as a range.
MassGain helps users connect credible crop-risk evidence with historical yield, current crop progress, quality, contract specifications, regional prices, and replacement availability. This is important because a moderate tonnage loss can create a severe commercial problem when it affects a scarce processing variety or concentrated delivery window, while a larger loss may be manageable in a well-supplied fresh market.
The analysis supports credit monitoring, insurance review, procurement continuity, collateral scenarios, and liquidity planning. MassGain does not diagnose crop problems, calculate official indemnities, or replace agronomists and adjusters. It provides the external physical-market framework needed to translate field and regional evidence into marketable-volume loss, financial exposure, and practical replacement-cost scenarios without assuming every weather event becomes a realized loss.
Use Case
A lender monitors growers after prolonged heat and irrigation restrictions during tuber bulking. MassGain combines crop-stage exposure, historical yield response, processing-quality risk, contracts, and regional replacement supply. The base case shows a 6% marketable loss, while the severe case reaches 14%. The lender updates liquidity scenarios and requests targeted crop and insurance reports only from the exposed basin.
FAQs
What can cause potato crop loss?
Weather, water, disease, pests, abandonment, yield decline, defects, harvest problems, and storage unsuitability can contribute.
Why forecast marketable rather than gross loss?
Quality and buyer specifications determine how much production can actually be sold or processed.
How does MassGain support crop-loss forecasting?
It connects regional crop evidence with yield history, quality, contracts, prices, and replacement supply.
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.