Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
Potato Processor Gross Margin
Potato processor gross margin compares sales with a consistently defined direct cost base by plant, product, channel, and period. Link margin changes to regional raw-potato cost, quality, recovery, mix, utilization, utilities, freight, and customer pricing to identify the true drivers.
Market Data
How to read this market
Potato-processor-gross-margin data compares sales with the processor's consistently defined direct cost base and links margin movement with raw-potato prices, quality, recovery, product mix, plant utilization, oil, energy, packaging, freight, and customer pricing. The market object is margin by plant, product, customer channel, and period.
Use the data to build market-to-margin bridges, distinguish external crop pressure from operating variance, and compare plants on consistent cost definitions. Pair regional potato benchmarks with intake quality, conversion yield, capacity, inventory, and contract-reset timing.
Data Module
Potato Processor Gross Margin
Market objectprocessor gross margin
Primary measuresales less defined direct cost
Key dimensionsplant, product, channel, period
Commercial usemargin bridge and benchmarking
Driversraw cost, yield, mix, utilities
Compare withcustomer pricing and pass-through timing
Analysis
Why this matters
Processor margin can compress even when selling prices rise if raw potatoes, quality loss, utilities, or product mix move faster. It can also improve without lower field prices when stronger crop quality raises conversion yield.
Commercial interpretation should be plant- and product-specific. Network averages can hide one facility with crop-driven pressure and another with operational losses requiring entirely different responses.
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 processors, finance teams, procurement leaders, lenders, investors, and commercial managers that need to benchmark potato processor gross margin. Gross margin measures the difference between sales and the defined direct cost of producing or purchasing the finished product, but the exact cost scope must be consistent before companies, plants, or periods are compared. MassGain adds the external potato-market context needed to explain why margin moves.
Processor margin can change with raw-potato prices, quality and recovery, product mix, plant utilization, oil, energy, packaging, labor classification, freight treatment, customer pricing, and contract lags. MassGain connects regional potato benchmarks with plant intake, process yield, finished output prices, capacity, inventory, and customer channels. Finance can separate market-driven pressure from operating variance. Procurement can quantify the value of sourcing and quality decisions. Commercial teams can see where customer pricing is lagging supported cost movement, while lenders can stress margin under tighter supply or weaker pass-through. MassGain does not provide audited financial statements or define one universal accounting policy. It provides a transparent market and operating bridge that helps users compare margin on a consistent basis, identify the variables responsible for change, and avoid treating revenue growth or raw-potato inflation alone as evidence of stronger or weaker processor economics.
Use Case
A multi-plant frozen-potato processor reports a two-point gross-margin decline. MassGain shows one plant faces higher raw-potato prices and lower recovery, while another suffers energy and downtime pressure. Management creates plant-specific actions rather than applying one companywide price increase or procurement target.
FAQs
What affects potato processor gross margin?
Selling prices, raw potatoes, quality, yield, product mix, utilities, packaging, labor treatment, freight, and capacity all matter.
Why compare margin by plant and product?
Different sourcing regions, contracts, yields, customers, and operating structures can produce distinct economics.
How does MassGain explain margin change?
It connects regional markets and intake quality with plant costs, output, pricing, inventory, and pass-through timing.
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.