Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
Frozen Potato Product Mix Analysis
Frozen potato product mix analysis shows how fries, wedges, hash browns, tots, and specialty products use raw potatoes, line time, oil, packaging, freezer capacity, and customer demand. MassGain helps processors compare contribution against constrained resources rather than optimizing unit margin alone.
Market Data
How to read this market
Frozen-potato-product-mix data measures how processor volume, revenue, contribution, line time, raw-potato use, oil, coatings, packaging, and freezer capacity are distributed across fries, wedges, hash browns, tots, and specialty products. The market object is the product portfolio by plant, customer, region, and period.
Use the data to test whether the planned mix fits available raw specifications and constrained equipment and to compare contribution per line hour or tonne of suitable potatoes. Separate margin changes caused by price from those caused by a richer or weaker mix.
Data Module
Frozen Potato Product Mix Analysis
Market objectprocessor finished-product portfolio
Primary measuresvolume, contribution, capacity use
Key dimensionsproduct, plant, customer, region
Commercial usemix and capacity optimization
Resource contextraw potatoes, lines, oil, packaging
Compare withdemand and product-level margin
Analysis
Why this matters
The highest-margin SKU is not necessarily the best use of constrained capacity if it consumes scarce long potatoes, coating time, or freezer space. Mix economics depend on the limiting resource.
Commercial interpretation should rank products by contribution against the constraint that is actually binding. A shift toward premium items can lift revenue while increasing raw-material and service risk.
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 processor leaders, commercial teams, finance, and market intelligence groups that need frozen potato product mix analysis. Product mix determines how raw potatoes, line time, oil, coatings, packaging, freezer capacity, and customer demand are converted into revenue and margin across standard fries, premium cuts, wedges, tots, hash browns, and specialty items.
MassGain organizes volume, revenue, contribution, raw usage, yield, capacity, and customer demand by product, plant, region, and period. It connects mix changes with potato variety and quality, line capability, changeovers, oil and packaging costs, contract pricing, and channel growth. Operations can identify whether the planned mix fits constrained equipment and available raw specifications. Procurement can see which products create unique potato exposure. Finance can distinguish margin improvement caused by price from improvement caused by a higher-value mix. Commercial teams can test promotions and portfolio changes without ignoring capacity or inventory consequences.
MassGain does not choose the product portfolio or guarantee demand. It provides a transparent analytical framework that shows how each mix decision changes raw requirements, plant economics, service risk, and finished-market value.
Use Case
A processor plans to increase premium coated fries because their selling margin is highest. MassGain shows the coating line and long-potato supply are constrained, while wedges create stronger contribution per available line hour. The company revises the mix, protects premium fry commitments, and uses wedges to monetize remaining raw and capacity.
FAQs
What does frozen potato product mix analysis measure?
It measures the share and economics of products by volume, revenue, margin, capacity, and raw-potato use.
Why is contribution per line hour useful?
It shows how scarce plant capacity creates value across products with different speeds and costs.
How does MassGain connect mix with raw supply?
It maps each product to varieties, quality, recovery, ingredients, lines, contracts, and inventory.
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.