Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
Potato Farm Financial Database
A potato farm financial database organizes income, expenses, assets, liabilities, cash flow, crop budgets, production, contracts, and collateral across growers and crop years. MassGain links those records with regional prices, yield, weather, storage, and market conditions so lenders and analysts can benchmark performance without losing farm-level context.
Market Data
How to read this market
A potato farm-financial database organizes grower revenue, operating costs, assets, liabilities, working capital, contracts, crop insurance, production, storage, and realized market outcomes under consistent definitions. The market object is the farm or crop enterprise linked to acreage, marketable yield, quality, crop use, and reporting period.
Use the data to compare performance across farms and years after normalizing accounting periods, production systems, land or machinery treatment, and cash versus accrual reporting. Connect financial results with regional potato prices, contract structure, yield, storage performance, and crop quality while preserving permissions and original-source lineage.
Data Module
Potato Farm Financial Database
Market objectpermissioned farm financial record
Primary measuresrevenue, cost, assets, debt, cash flow
Key dimensionsfarm, crop year, variety, production system
Commercial usepeer, credit, and resilience analysis
Governancestandardized definitions and permissions
Compare withyield, quality, contracts, regional prices
Analysis
Why this matters
Farm financial comparisons can be misleading when unlike accounting periods, land structures, or cost classifications are blended. A high-cost farm may also be economically stronger if it produces more marketable tonnes or captures better contract value.
Commercial interpretation should connect financial performance with physical production and market outcome. The useful benchmark is not cost alone, but the relationship among cost, marketable yield, realized price, working capital, and balance-sheet resilience.
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 potato growers, producer organizations, agricultural lenders, processors, and researchers that need a governed potato farm financial database. The database brings together farm revenue, costs, assets, debt, working capital, contracts, production, storage, and market outcomes while preserving ownership, permission, methodology, and reporting period.
MassGain can organize field and enterprise budgets, income statements, balance sheets, cash flows, machinery and land values, crop insurance, receivables, debt service, and capital projects. It connects those financial records with acreage, marketable yield, quality, realized potato prices, crop use, and regional benchmarks. Growers can compare their own performance over time. Lenders can build consistent credit analysis. Producer groups can create anonymized peer benchmarks. Processors can understand supplier sustainability without exposing confidential farm-level details beyond authorized use.
MassGain does not audit financial statements, provide accounting advice, or publish private data. It provides a permissioned data-governance framework with source lineage, standardized definitions, revisions, and aggregation controls. This allows users to distinguish cash from accrual results, normalize unlike farms, and connect financial resilience with the physical production and market conditions that create it.
Use Case
A grower association wants peer benchmarks but members use different cost categories and crop-year periods. MassGain standardizes definitions, preserves original records, and reports anonymized quartiles by production system. Members can compare performance without exposing individual financial statements.
FAQs
What belongs in a potato farm financial database?
Revenue, expenses, assets, liabilities, cash flow, contracts, production, storage, and insurance may belong.
How can confidential farm data be protected?
Permissions, aggregation, anonymization, audit logs, and minimum-reporting thresholds can protect it.
How does MassGain improve comparability?
It standardizes periods and definitions while preserving original sources, methods, and revisions.
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.