Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
Potato Market Data Revisions
Potato market data revisions track changes to prices, crops, stocks, trade, and other observations after initial publication. MassGain preserves original and revised values with timestamps, reasons, and methodology so analysts can reproduce historical decisions and measure how revisions affect forecasts, benchmarks, and conclusions.
Market Data
How to read this market
Potato market-data-revision data tracks changes to published prices, acreage, production, stocks, trade, demand, and derived series while preserving every prior version. The market object is the observation plus its source, reference period, publication date, revision date, methodology, and downstream dependencies.
Use the data to reproduce historical analyses, enforce contract rules around preliminary versus final values, and identify which benchmarks, forecasts, reports, or settlements change when a source is revised. Keep corrected history distinct from the real-time information set.
Data Module
Potato Market Data Revisions
Market objectversion-controlled market observation
Primary fieldsold value, new value, vintage
Key dimensionsseries, source, reference period, method
Commercial useaudit, contract, and forecast governance
Impact mappingbenchmarks, models, settlements
Compare withoriginal real-time information set
Analysis
Why this matters
Revisions improve the historical record but can distort evaluation when the latest values are substituted into past decisions. A contract or forecast may legitimately depend on the preliminary figure even after the series is later corrected.
Commercial interpretation should trace the revision through downstream uses and apply the rule appropriate to each one. The latest number is not automatically the right vintage for every commercial purpose.
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 data-governance teams that need to manage potato market data revisions across prices, production, acreage, stocks, trade, and demand. Revised values can improve accuracy, but overwriting earlier releases destroys the record of what users knew when decisions and forecasts were made. MassGain stores the full vintage history and makes the change explicit.
The suite can organize source, series, observation period, publication date, revision date, old value, new value, methodology note, and affected downstream calculations. Analysts can measure revision bias and volatility. Procurement can see whether a benchmark or supplier formula uses preliminary or final data. Forecasters can conduct real-time backtests. Finance can identify whether revised history changes budgets, covenants, or indexed settlements. Governance teams can trace every derived value to the exact source vintage.
MassGain does not assume revisions are errors or that the latest release is always appropriate for every use. It provides a transparent lineage framework that separates corrected history from real-time information, flags material downstream impact, and allows users to reproduce prior analyses. This makes potato-market evidence more reliable for contracts, forecasts, research, and audit.
Use Case
A benchmark publisher revises several monthly observations after receiving late transactions. MassGain identifies the contracts and forecasts that referenced preliminary values, applies the agreement’s stated revision rule, and preserves both versions for audit.
FAQs
Which potato datasets may be revised?
Prices, acreage, production, yield, stocks, trade, demand, weather, and derived indices may be revised.
Why preserve every data vintage?
It supports reproducibility, real-time backtesting, contract review, and understanding of what was known then.
How does MassGain manage revision impact?
It traces source changes into benchmarks, forecasts, contracts, reports, and derived calculations.
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.