Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
Potato Production Estimate Methodology
Potato production estimate methodology explains how acreage, yield, abandonment, field evidence, remote sensing, and survey inputs become a crop forecast. MassGain preserves each vintage and revision so users can understand what changed and measure historical forecast performance.
Market Data
How to read this market
Potato production-estimate-methodology data records the sources, survey timing, field samples, remote sensing, administrative inputs, yield models, abandonment assumptions, harvested-area treatment, variety coverage, revisions, and finalization behind a crop forecast. The market object is the forecast construction and vintage.
Use the data to separate observed from modeled components and to measure how historical estimate methods performed against final production and receipts.
Data Module
Potato Production Estimate Methodology
Market objectcrop-forecast construction
Primary fieldsacreage, yield, abandonment, sources
Key dimensionsvintage, geography, method, revision
Commercial useforecast confidence and backtesting
Controlsobserved versus modeled inputs
Compare withfinal production and receipts
Analysis
Why this matters
A production revision can reflect higher acreage and lower yield at the same time, so the headline total does not explain crop condition. Method changes can also move the estimate without new physical evidence.
Commercial interpretation should decompose each vintage into acreage, yield, abandonment, and methodology.
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 analysts and market researchers examining potato production estimate methodology behind acreage, yield, and total crop forecasts. MassGain records data sources, survey dates, field sampling, remote sensing, administrative inputs, yield models, abandonment assumptions, harvested-area treatment, variety coverage, revision policy, and finalization schedule.
It separates observed production from modeled components and shows how early-season estimates depend on assumptions that may change after harvest. Researchers can compare methodologies across agencies and regions, assess which estimates are most responsive to weather or field evidence, and identify when a revision reflects new data rather than a changed model.
The suite also connects forecast vintages with later harvest receipts, processor intake, shipments, and final production so users can measure historical bias and error. MassGain does not replace official crop estimation or provide agronomic certification. It provides a transparent forecast lineage that shows how each production number was built, which inputs carry the most uncertainty, and how much confidence decision-makers should place in the estimate at a given point in the crop cycle.
Use Case
A midseason production estimate is revised upward despite drought headlines. MassGain shows planted area was higher than first reported, while modeled yield actually declined. Procurement updates total supply but retains a downside quality scenario because the revision does not imply improved field condition.
FAQs
What components form a production estimate?
Harvested acreage, expected yield, abandonment, quality, and defined crop coverage form the estimate.
Why should forecast vintages be preserved?
They show what was known at each date and allow later measurement of bias, revisions, and decision quality.
How does MassGain test methodology performance?
It compares each vintage with final production, receipts, shipments, and the evidence available at publication.
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.