Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
Frozen Fries Product Mix Profitability
Frozen fries product mix profitability measures how standard, premium, coated, and specialty fry products convert raw potatoes and plant capacity into contribution. MassGain compares yield, oil, line speed, changeovers, packaging, freight, and customer terms so processors can optimize total value rather than unit margin alone.
Market Data
How to read this market
Frozen-fries-product-mix-profitability data compares standard cuts, premium fries, coated products, wedges, packs, and customer programs by revenue, raw use, yield, oil, line time, freight, and commercial terms. The market object is product-level contribution against constrained resources.
Use the data to separate premium selling price from actual contribution per raw tonne, finished case, and line hour and to test how mix changes under different raw-quality and demand scenarios.
Data Module
Frozen Fries Product Mix Profitability
Market objectfry product contribution mix
Primary measuresmargin, raw use, line-hour return
Key dimensionsproduct, plant, customer, pack
Commercial useportfolio and production allocation
Cost driversyield, oil, coating, freight
Compare withdemand and constrained capacity
Analysis
Why this matters
Premium products can carry attractive unit margins while consuming disproportionate coating, line, or long-potato capacity. Higher price does not guarantee higher network contribution.
Commercial interpretation should compare contribution against the actual bottleneck and include changeover and service costs.
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 food processors measuring frozen fries product mix profitability. MassGain evaluates standard cuts, premium long fries, coated products, wedges, private label, foodservice packs, and retail formats by revenue, raw usage, yield, oil, coating, packaging, line speed, changeovers, freight, and customer terms.
It separates apparent gross margin from the contribution actually generated per raw tonne, finished case, and constrained line hour. Commercial teams can see whether premium mix is improving value or merely adding complexity, operations can identify products that burden scarce equipment, procurement can connect each mix choice with variety and quality needs, and finance can forecast plant and customer profitability.
The suite also models how the preferred mix changes under different raw quality, capacity, or demand scenarios. MassGain does not prescribe portfolio strategy or provide audited product margins. It provides a transparent economic view that links finished-product mix with the physical potato and plant resources required to produce it.
Use Case
A frozen-fries company considers expanding premium coated products. MassGain shows the products earn a higher selling margin but run slower and require a constrained coating line. One plant expands the premium mix while another keeps standard fries to maximize total contribution.
FAQs
What should fry mix profitability include?
Raw yield, oil, coating, packaging, line speed, changeovers, freight, and customer terms should be included.
Why use contribution per line hour?
It shows how products compete for scarce processing capacity.
Can premium products reduce total profit?
Yes. Complexity and slower throughput can offset a higher unit margin.
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.