Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
Potato Enterprise Budget
A potato enterprise budget estimates crop-level revenue and cost for a defined region, variety, practice, and marketing plan. MassGain strengthens the market assumptions with regional price history, crop conditions, contracts, storage risk, and low, base, and high scenarios.
Market Data
How to read this market
Potato Enterprise Budget estimates crop-level revenue and cost for a defined region, variety, production practice, and marketing plan. It should distinguish gross from marketable yield and include realistic price, quality, contract, storage, freight, input, labor, machinery, land, financing, and insurance assumptions.
Use regional price history, crop conditions, and contract evidence to build low, base, and high cases rather than one deterministic budget. Compare alternatives such as varieties, acreage, contracts, or storage plans on the same marketable-output basis.
Data Module
Potato Enterprise Budget
Cropregion, variety, and practice
Yieldmarketable production
Revenueprice, contracts, and quality
Costsinputs through marketing
Scenariosdownside, base, upside
Decision usecrop economics
Analysis
Why this matters
A budget becomes misleading when it combines optimistic yield and price assumptions that are unlikely to occur together or ignores quality and sales timing. Scenario analysis is most useful when the variables reflect the same physical crop and market conditions.
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 growers, farm managers, agricultural lenders, processors, and advisers that need a potato enterprise budget. An enterprise budget estimates revenue and cost for a defined potato crop, variety, region, practice, and marketing plan. MassGain provides regional price benchmarks, historical ranges, crop and yield context, contract timing, and storage or market-risk evidence that strengthen the budget’s market assumptions.
A useful budget separates marketable yield from gross field yield and identifies how quality, grade, storage, freight, contract bonuses and deductions, and sales timing affect realized revenue. Costs may include seed, fertilizer, crop protection, irrigation, labor, machinery, land, harvest, storage, insurance, financing, and marketing. MassGain helps users test low, base, and high scenarios rather than rely on one price and yield point. Growers can compare varieties, contracts, storage plans, or acreage choices; lenders can evaluate repayment and sensitivity; and processors can assess the economics supporting contracted production. The result is a transparent crop-level budget tied to the physical potato market and the operating decisions that determine whether revenue and cost assumptions are realistic.
Use Case
A grower compares two processing-potato contracts using an enterprise budget. MassGain supplies region-matched price history and crop scenarios, while the budget includes seed, irrigation, storage, expected yield, quality deductions, freight, and payment timing. The lower base-price contract produces the stronger risk-adjusted return because it reduces storage and quality exposure.
FAQs
What belongs in a potato enterprise budget?
Expected marketable yield, price, contracts, quality, seed, inputs, labor, machinery, land, harvest, storage, insurance, financing, and marketing.
Why use several budget scenarios?
Yield, quality, price, storage, and input uncertainty can produce materially different revenue and cash-flow outcomes.
How does MassGain improve the revenue assumptions?
It supplies matched regional price history, crop conditions, contract context, storage risk, and market scenarios.
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.