Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
Potato Residual Use Estimate
A potato residual use estimate captures the portion of a supply-demand balance not explained by directly measured fresh, processing, seed, trade, or stock changes. MassGain treats the residual as an accounting estimate with explicit uncertainty rather than assigning it automatically to consumption or waste.
Market Data
How to read this market
A potato residual-use estimate is the unexplained balance left after production, imports, stocks, processing, fresh movement, seed, feed, known losses, and other reported uses are reconciled. The market object is the residual itself with every input, unit, crop period, source, and vintage documented.
Use the data as a diagnostic for missing flows, shrink, waste, timing mismatches, informal channels, unit errors, or duplicate conversions. Compare the residual with historical ranges and later revisions rather than labeling it as consumption without supporting evidence.
Data Module
Potato Residual Use Estimate
Market objectunexplained supply-use balance
Primary measureresidual volume
Key dimensionsregion, period, source, unit
Commercial usebalance diagnostics and planning
Possible driversmissing use, loss, timing, duplication
Compare withhistorical residuals and revisions
Analysis
Why this matters
A residual is an accounting outcome, not automatically a real market category. Large residuals often reveal data architecture problems rather than hidden demand.
Commercial interpretation should keep uncertainty explicit and investigate the identities most likely to be wrong. Forcing the residual into a named use can make a balance appear precise while embedding a false demand signal.
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, analysts, processors, and balance-sheet planners that need to estimate potato uses not directly captured in primary reported categories. Residual use is commonly calculated after production, trade, stocks, processing, fresh movement, seed, feed, and known losses are reconciled, leaving an unexplained balance that may represent unreported consumption, shrink, waste, measurement error, or timing differences.
MassGain preserves every component, source, unit, vintage, and adjustment used in the calculation. Analysts can see whether the residual is stable and economically plausible or whether it signals a missing series or duplicated flow. Procurement can avoid treating unexplained disappearance as proven demand. Finance can understand uncertainty in supply balances. Data teams can prioritize reconciliation work where the residual becomes unusually large.
A residual is not a real market category merely because arithmetic produces it. MassGain does not label the remainder as consumption without evidence. It provides ranges, confidence, and diagnostic checks and can compare the residual with storage loss, cull reports, waste, informal sales, and later revisions. The result is a transparent estimate that keeps uncertainty visible and improves balance-sheet planning without forcing incomplete data into false precision.
Use Case
A national potato balance shows an unusually large residual use estimate. MassGain traces unit conversions and discovers imported processed product was added to supply while its raw-potato equivalent was also included in disappearance. Correcting the duplication returns the residual to its historical range.
FAQs
What is potato residual use?
It is the unexplained balance remaining after reported supply, stocks, and known uses are reconciled.
Should residual use be treated as actual demand?
No. It may include missing data, timing, shrink, waste, unit errors, or duplicated flows.
How does MassGain validate the estimate?
It checks source vintages, units, identities, historical ranges, losses, informal channels, and revisions.
Put this market intelligence to work
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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.