Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
Frozen Fry Breakage Rate
Frozen fry breakage rate measures finished strips that fracture below defined length or grade thresholds during processing or distribution. Pair breakage with raw tuber length, cut specification, packaging, freight, and receiving data to locate where commercial value is lost.
Market Data
How to read this market
Frozen-fry-breakage-rate data measures the share of finished fry strips that fracture below defined length or grade thresholds during processing, freezing, packaging, transport, storage, or final handling. The market object is breakage by product, plant, supplier, crop, package format, and distribution lane.
Use the data to identify where length value is lost, compare plants and logistics routes, and translate short-piece growth into grade, portion, claim, and usable-yield cost. Pair breakage with raw tuber length, cut specification, packaging, freight, and receiving results.
Data Module
Frozen Fry Breakage Rate
Market objectfinished-strip breakage
Primary measureshare below length threshold
Key dimensionsplant, product, route, supplier
Commercial usequality and yield benchmarking
Possible causesraw length, line, packaging, transit
Compare withlength recovery and customer claims
Analysis
Why this matters
Breakage can rise even when total case weight is unchanged, shifting value from premium long strips into shorter pieces. That makes weight yield an incomplete measure of commercial performance.
The analytical challenge is attribution. If long-strip potential is already weak at intake, the crop is part of the issue; if length is lost after processing or during distribution, a raw-potato premium will not solve the problem.
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 distributors, quality managers, and finance analysts benchmarking frozen fry breakage rate. Breakage rate measures the share of finished strips that fracture during processing, freezing, packaging, transport, storage, distribution, or preparation. MassGain helps users connect the result with raw-potato length and solids, cut specification, line handling, freezing, packaging, freight, storage, and supplier performance.
Breakage changes both quality and economics. More short pieces can reduce grade, customer acceptance, portion consistency, and usable long-strip yield even when total case weight remains unchanged. MassGain compares breakage by plant, product, supplier, region, crop, packaging format, route, and receiving point and connects it with finished price, claims, waste, service, and replacement options. Procurement can distinguish a raw-tuber limitation from a plant or logistics problem, processors can target the stage where breakage emerges, and restaurant buyers can value suppliers on delivered usable quality rather than case price alone. Historical benchmarks reveal whether a seasonal crop explains part of the rate or whether one supplier is underperforming peers facing similar conditions. MassGain does not perform product inspection or prescribe handling changes. It provides the market and supply-chain framework needed to quantify the commercial impact of breakage and support fair supplier review.
Use Case
A restaurant chain sees more short fries after switching part of its volume to a lower-cost supplier. MassGain compares raw length, plant breakage, package, freight lanes, and receiving results. The analysis shows most damage occurs during distribution, leading to packaging and handling changes rather than an unnecessary raw-potato price dispute.
FAQs
What is frozen fry breakage rate?
It is the share of finished fry strips broken below defined length or quality thresholds.
Where can fry breakage occur?
Cutting, frying, freezing, conveying, packaging, transport, storage, and final handling can all contribute.
How does MassGain locate the cause?
It compares raw quality, plant stages, packaging, routes, suppliers, receiving data, claims, and finished-product value.
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.