Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
Potato Scenario Probability
Potato scenario probability analysis assigns transparent probabilities to defined future market states rather than presenting one deterministic forecast. MassGain connects each scenario with crop, storage, demand, prices, contracts, and trigger evidence so users can update likelihoods as conditions change and plan decisions around weighted outcomes.
Market Data
How to read this market
Potato scenario-probability data assigns likelihoods to clearly defined outcomes such as surplus, balanced, tight, or severe-shortage conditions for a specific region, product, and horizon. The market object is the probability distribution across mutually defined scenarios and their commercial consequences.
Use the data to combine model output and governed expert judgment, update probabilities as crop, storage, demand, trade, and quality evidence changes, and map each scenario to coverage or contingency actions. Keep likelihood separate from severity.
Data Module
Potato Scenario Probability
Market objectprobability-weighted market scenarios
Primary measureslikelihood by defined outcome
Key dimensionsregion, product, horizon, threshold
Commercial usecontingency and coverage planning
Evidencecrop, storage, demand, trade, quality
Compare withimpact and realized scenario
Analysis
Why this matters
The central scenario can dominate expected value while a lower-probability shortage still poses the largest operational risk. Probability and consequence should therefore be evaluated separately.
Commercial interpretation should require explicit scenario boundaries and update rules. Probabilities are most useful when users can see which new evidence moved the distribution rather than treating the numbers as objective certainty.
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 procurement planners, finance teams, and risk managers that need probabilities assigned to defined potato-market scenarios. Instead of offering one forecast, MassGain can frame outcomes such as surplus, balanced, tight, and severe-shortage cases and estimate the probability of each using crop, storage, demand, trade, quality, and price evidence.
The suite requires each scenario to have explicit thresholds, time horizon, geography, product, and commercial consequences. Analysts can combine model output with governed expert judgment, update probabilities when new evidence arrives, and prevent overlapping or incomplete scenarios. Procurement can map contract, option, inventory, and contingency actions to the probability-weighted exposure. Finance can calculate expected cost while separately preserving high-impact tails. Management can see which assumptions shift the distribution.
Scenario probability is not certainty and should not be reverse-engineered to justify a preferred action. MassGain does not claim objective precision when evidence is weak. It records the source, method, prior probability, update, confidence, and realized outcome. The framework helps users distinguish likelihood from severity, understand how new crop or demand information changes the outlook, and avoid allowing a moderate central case to erase a lower-probability but operationally critical supply risk.
Use Case
MassGain assigns 55% to balanced late-season supply, 30% to tight supply, and 15% to severe shortage. A new storage survey reduces usable stocks and shifts ten points into the tight and severe cases. Procurement adds a limited supplier option while keeping most volume flexible.
FAQs
What is a potato scenario probability?
It is an estimated likelihood assigned to a clearly defined market outcome over a specified horizon.
Why separate probability from impact?
A lower-likelihood event can still require action when its operational or financial damage is large.
How does MassGain update scenarios?
It records prior probabilities, new evidence, methodology, confidence, and the resulting distribution change.
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.