Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
Frozen Fries Capacity by Country
Frozen fries capacity by country measures practical fry production by plant and line rather than announced nameplate tonnes alone. MassGain connects equipment with suitable long, high-solids potatoes, oil, energy, labor, packaging, cold storage, customer approvals, and commissioning status so buyers can identify dependable capacity.
Market Data
How to read this market
Frozen-fries-capacity data by country maps fry plants, lines, owners, product capabilities, nameplate output, operating status, utilization, expansions, and commissioning. The market object is practical frozen-fry output supported by suitable processing potatoes, oil, energy, labor, cold storage, packaging, and customer approvals.
Use the data to identify realistic alternate supply and concentration by country, plant, and product. Compare announced expansion with commissioning, raw-variety coverage, export logistics, and customer qualification before counting it as available capacity.
Data Module
Frozen Fries Capacity by Country
Market objectpractical frozen-fry production capacity
Primary measuresnameplate, qualified, utilized output
Key dimensionscountry, plant, line, product
Commercial usesourcing and capacity analysis
Constraintsraw potatoes, utilities, approvals, cold chain
Compare withdemand, exports, commissioning status
Analysis
Why this matters
A country can add substantial nameplate fry capacity without immediately adding dependable supply if suitable long, high-solids potatoes or qualified export logistics are missing. Commissioning and ramp-up also create lag.
Commercial interpretation should distinguish announced, installed, qualified, and utilized capacity. Procurement should count only capacity capable of making the required cut and package within the needed window.
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-potato processors, procurement teams, investors, and market analysts that need frozen-fries capacity by country. Capacity depends on the number and scale of fry lines, but practical output also requires suitable long, high-solids potatoes, oil, energy, labor, cold storage, packaging, freight, customer approvals, and dependable plant operation.
MassGain maps fry plants, owners, lines, annual nameplate capacity, practical utilization, product capabilities, expansions, outages, and commissioning status by country. It connects those assets with processing-potato acreage, varieties, crop quality, raw contracts, finished demand, exports, and domestic consumption. Processors can benchmark network position and evaluate tolling or investment. Procurement can identify concentrated supplier exposure and realistic alternates. Finance can test whether announced capacity is supported by raw-material supply and customer demand.
MassGain does not certify plant ratings or assume every idle line can produce the buyer’s cut, coating, grade, or package. It provides source-dated, product-specific capacity intelligence and distinguishes announced, built, qualified, and operational volume. This helps users see where frozen-fries supply is genuinely scalable, where one plant outage can affect a country’s market, and where capacity growth may intensify competition for processing potatoes.
Use Case
A restaurant buyer sees large announced fry capacity in an emerging country and expects lower prices. MassGain shows only one line is commissioned, approved raw varieties are limited, and export cold-chain infrastructure is still developing. Procurement treats the new source as future diversification, not immediate coverage.
FAQs
What determines practical frozen-fries capacity?
Fry lines, raw varieties, contracts, oil, energy, labor, cold storage, packaging, approvals, and uptime matter.
Why can announced capacity overstate supply?
Projects may be delayed, unqualified, under-ramped, or unsupported by suitable potatoes and demand.
How does MassGain classify capacity?
It separates announced, under construction, commissioned, qualified, operational, and utilized volume.
Put this market intelligence to work
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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.