Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
Potato Cost Forecast
A potato cost forecast estimates future potato-related economics by combining matched regional markets with crop development, storage, contract timing, quality, freight, yield, and exposed volume. MassGain supports base, tight, and easing cases by plant, supplier, product, and period so teams can update only the assumptions affected by new evidence.
Market Data
How to read this market
A potato cost forecast estimates future potato-related cost using regional raw-potato markets plus the contract, quality, storage, freight, yield, and timing factors that determine realized economics. It should be segmented by plant, supplier, product, region, and period when those exposures differ.
Use the forecast to build base, tight, and easing cases and specify the evidence that would change each assumption. Near-term scenarios may depend on stored-crop quality and spot coverage, while later periods depend more on acreage, yield, new crop, and contract resets.
Data Module
Potato cost forecast context
Raw benchmarkrelevant regional potato market
Coveragefixed, resetting, and open volume
Qualitysolids, defects, and usable recovery
Storage and timingcrop and delivery window
Freightdelivered basis by lane
Decision usebudget, negotiation, and contingency planning
Analysis
Why this matters
A good cost forecast is an exposure model, not a guess at one future potato price. Two plants can face different outcomes because their regions, contract dates, quality, and open-market needs are different.
The analytical advantage of scenarios is that uncertainty remains explicit. A deteriorating storage signal might widen the high case without changing the base case, while confirmed acreage or new-crop evidence can shift the central assumption. Forecast updates should target the variables that actually changed.
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 leaders, finance teams, processors, distributors, and market analysts that need a forward estimate of potato-related cost rather than a simple extrapolation from the latest price. A potato cost forecast should combine regional raw-potato benchmarks with crop development, storage condition, contract timing, freight, quality, yield, and the share of spend exposed to open or repricing volume. MassGain helps users organize those drivers into explicit planning cases instead of applying one inflation percentage across every product and location.
The forecast can be segmented by sourcing region, supplier, plant, product form, and month so teams can see when costs are likely to enter the business. Near-term exposure may depend on stored-crop quality and spot purchases, while later periods may be shaped by acreage, yield, contract resets, and processing demand. MassGain supports base, tight, and easing scenarios and identifies the evidence that would move the outlook between them. Procurement can prepare negotiation ranges, finance can set targeted contingencies, and operations can understand where quality or availability may change effective cost. The result is an updateable forecast tied to real physical-market exposure rather than a single unsupported annual number.
Use Case
A processor budgets raw-material cost for three plants whose contracts reset in different quarters. MassGain maps each plant to its regional benchmark, storage window, and uncovered volume. The model shows most upside risk sits in one late-season plant, so finance holds a targeted reserve while procurement leaves lower-risk post-harvest volume flexible.
FAQs
What belongs in a potato cost forecast?
Regional prices, contracts, crop conditions, storage, quality, freight, yield, volume, and timing should be included.
Why use several forecast scenarios?
Scenarios show how different crop, storage, and demand outcomes could affect specific plants or periods.
How does MassGain improve forecast updates?
It lets teams revise the exact regional and contractual assumptions affected by new market evidence.
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.