Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
Frozen Fry Length Distribution
Frozen fry length distribution shows the share of finished strips in defined length bands instead of hiding the mix behind one average. QSR buyers and processors can link the distribution to raw tuber geometry, cutting, handling, breakage, plant performance, and case economics to value premium long-strip recovery.
Market Data
How to read this market
Frozen-fry length-distribution data reports the share of finished strips within defined length bands rather than only an average. The market object is the full strip-length profile by product, plant, supplier, crop, and test method, linked to raw tuber variety and size, cutting, breakage, handling, freezing, and packaging.
Use the data to compare premium long-strip recovery, portion consistency, pack efficiency, and usable yield across suppliers and regions. Connect finished length with raw tuber-size forecasts and plant breakage so crop limitations can be separated from conversion loss.
Data Module
Frozen Fry Length Distribution
Market objectfinished strip length profile
Primary measureshare by length band
Key dimensionsplant, supplier, crop, cut
Raw driversvariety and tuber size
Commercial usegrade and usable-yield comparison
Compare withbreakage, raw size, case price
Analysis
Why this matters
Average length can hide a poor commercial mix because a combination of very short and very long pieces may produce the same mean as a tightly controlled distribution. Buyers often care about the share inside specific serviceable bands.
Commercial interpretation should separate raw-tuber limitation from cutting and handling breakage. A supplier with a higher case price can still deliver lower cost per usable long strip.
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 commercial planners monitoring frozen fry length distribution. Length distribution shows the proportion of strips within defined length bands and directly affects appearance, portion perception, pack efficiency, product grade, line recovery, and customer acceptance. MassGain helps users connect finished strip length with raw-potato variety, tuber size, crop conditions, storage, cutting efficiency, breakage, plant performance, and market availability.
A headline average length can conceal an unfavorable mix of very short and very long pieces. MassGain preserves the full distribution and compares it across suppliers, plants, regions, crops, and periods. Procurement can identify whether a premium product genuinely delivers more usable long strips, processors can separate raw-tuber limitations from cutting or handling loss, and restaurant teams can assess whether the measured difference matters operationally. The platform links length outcomes with regional size profiles, raw-potato benchmarks, finished-case prices, freight, waste, and alternate supply. It also shows when an unusually strict length specification concentrates sourcing in a narrow region or variety. MassGain does not measure strips or certify product grade. It provides the market and production context needed to interpret distributions, normalize supplier bids, price quality differences, and balance product appearance with resilient supply.
Use Case
A fry buyer receives a lower case quote from a new supplier. MassGain shows the product contains significantly more short pieces and creates higher portion-count variability. After adjusting for usable long-strip yield, freight, and service, the incumbent remains the better value for premium menu items, while the challenger fits value products.
FAQs
What is frozen fry length distribution?
It is the share of finished strips falling within defined length ranges rather than one average measurement.
What affects fry length?
Tuber variety and size, crop conditions, cutting, breakage, handling, freezing, packaging, and transport all matter.
How does MassGain support buying decisions?
It connects length mix with price, usable yield, specifications, plants, regions, freight, and alternative products.
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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.