Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
Frozen French Fry Grade Standards
Frozen french fry grade standards define the measurable finished-product attributes required by a QSR or foodservice program. Processors and buyers can map those tolerances back to raw-potato varieties, size, solids, storage condition, plant capability, and alternate capacity to quantify the cost of a narrow specification.
Market Data
How to read this market
Frozen french-fry grade-standard data defines measurable finished-product attributes such as cut size, length distribution, color, texture, defects, moisture, solids, oil content, breakage, foreign material, packaging, and tolerances. The market object is a frozen fry product tied to an agreed grade, test method, plant, and customer application.
Use the data to compare suppliers and plants on identical specifications, estimate which raw-potato varieties and regions can support the grade, and quantify the cost of narrow tolerances. Link finished standards with raw size, solids, sugars, crop and storage conditions, processing capability, freight, and alternative supply.
Data Module
Frozen French Fry Grade Standards
Market objectgraded frozen fry product
Primary measurescut, length, color, defects
Key dimensionsplant, supplier, test method
End useQSR and foodservice fries
Commercial usespecification and tender control
Compare withraw quality, plant capability, premium
Analysis
Why this matters
Grade standards affect supply risk because every added tolerance reduces the set of raw potatoes, plants, and suppliers that can qualify. A long-strip requirement, for example, can become binding even when total frozen-fry capacity is ample.
Commercial interpretation should distinguish requirements that protect customer performance from preferences that merely create concentration. The right benchmark is the marginal value of the tighter grade versus its procurement premium and backup-supply cost.
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 frozen-fry processors, QSR procurement teams, foodservice buyers, quality managers, and product developers that rely on frozen french fry grade standards. Grade standards define the measurable characteristics a finished fry product must meet, including cut size, length distribution, color, defects, texture, solids, moisture, oil content, breakage, foreign material, packaging, and tolerances. MassGain helps users connect those finished-product requirements with raw-potato supply, plant capability, market price, and sourcing risk.
Standards create consistency across suppliers, but specifications that are unnecessarily narrow can increase cost and concentration. MassGain compares product tolerances with regional potato quality, approved varieties, plant performance, processing capacity, supplier history, freight, and alternate production options. Procurement can quantify the commercial premium for a stricter grade, processors can identify which raw-material attributes drive compliance, and quality teams can distinguish critical customer requirements from preferences that may be relaxed during a constrained season. The platform also supports comparable tenders by ensuring suppliers quote the same finished specification and testing how different plants perform under it. MassGain does not issue official grades, certify product, or replace sensory and technical testing. It provides the physical-market and operational evidence needed to set realistic standards, price differences transparently, reduce disputes, and protect both product consistency and supply continuity.
Use Case
A QSR’s fry specification requires an unusually high share of long strips. MassGain shows only two plants and one regional variety reliably meet it during late storage. Procurement tests a slightly broader grade, confirms restaurant performance, and gains a viable secondary source without changing the core customer experience.
FAQs
What can frozen french fry grade standards include?
Cut, length, color, texture, defects, moisture, oil, solids, breakage, packaging, and tolerances may be defined.
Why do grade standards affect supply risk?
Narrow requirements reduce eligible raw potatoes, plants, suppliers, and substitute products.
How does MassGain support specification review?
It links grade requirements with raw supply, plant performance, market premiums, capacity, and alternate sources.
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.