Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
Potato Volatility Forecast
A potato volatility forecast estimates the likely magnitude of future price movement for a clearly defined physical market. MassGain combines historical variability with crop, storage, demand, liquidity, and seasonal conditions so procurement and finance teams can set wider or narrower planning ranges as uncertainty changes.
Market Data
How to read this market
A potato volatility forecast estimates the expected magnitude of future price movement for a defined region, product, and horizon without predicting direction. The market object is the volatility distribution based on matched price observations, seasonality, crop uncertainty, stocks, quality, transaction density, demand, trade, and weather.
Use the data to set budget ranges, approval thresholds, flexible contract needs, and contingency capacity. Compare rolling, regime-specific, and scenario methods and preserve the observation frequency and market depth used in estimation.
Data Module
Potato Volatility Forecast
Market objectexpected price variability
Primary measurefuture movement magnitude
Key dimensionsregion, product, horizon, method
Commercial useflexibility and risk budgeting
Driverscrop, stocks, quality, activity, weather
Compare withlater realized volatility
Analysis
Why this matters
Measured volatility can look artificially low in thin potato markets when reported prices are stale or infrequent. Statistical calm may therefore coexist with substantial underlying procurement risk.
Commercial interpretation should consider observation quality and upcoming physical catalysts. Volatility is most useful for sizing flexibility and stress ranges, not for choosing a directional price view.
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, finance, and risk teams that need a forecast of future potato price volatility. Volatility forecasting estimates how widely prices may move over a defined horizon and market, helping users plan coverage, budgets, liquidity, and decision thresholds even when the directional forecast is uncertain.
MassGain can model realized volatility from matched price observations and combine it with seasonality, crop uncertainty, storage quality, stocks, transaction density, processing demand, trade, and weather. Analysts can compare rolling, GARCH-type, regime-specific, or scenario-based approaches and evaluate whether data frequency supports the calculation. Procurement can identify periods when flexible contracts or wider approval ranges are valuable. Finance can stress margin and cash needs. Risk teams can distinguish ordinary harvest variability from a potential late-storage volatility event.
A volatility forecast does not predict whether prices rise or fall, and thin or stale markets can make measured volatility misleadingly low. MassGain does not present statistical calm as proof of low risk. It documents the observation set, method, horizon, confidence, and physical drivers and compares forecasts with later realized movement. Users can see whether uncertainty comes from sparse data, a pending crop event, demand concentration, or genuinely unstable pricing.
Use Case
A processor expects stable average prices but MassGain forecasts sharply higher volatility around harvest because yield uncertainty and low contract coverage coincide. Procurement sets broader bid authority and secures flexible volume without committing to a directional price view.
FAQs
What does a potato volatility forecast measure?
It estimates the expected magnitude of future price movement, not its direction.
Why can observed volatility be understated?
Thin trade, stale assessments, infrequent reporting, and missing transactions can hide movement.
How does MassGain validate the forecast?
It compares predicted volatility with later realized movement across horizons, seasons, and regimes.
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.