Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
Frozen Fry Moisture Specification
Frozen fry moisture specification defines the acceptable water content of a finished fry product. Use it to balance texture, oil uptake, saleable weight, drying energy, and customer performance while separating raw-potato dry-matter effects from line control.
Market Data
How to read this market
Frozen-fry-moisture-specification data defines the acceptable water content of a finished fry product and links it to texture, crispness, frozen stability, oil uptake, package weight, yield, and customer performance. The market object is finished moisture by product, plant, supplier, crop cohort, and test method.
Use the data to compare plants and suppliers, identify whether variability originates in raw-potato dry matter or line drying, and quantify the tradeoff between energy, finished weight, oil uptake, and product performance. Pair moisture with regional crop quality and intake solids.
Data Module
Frozen Fry Moisture Specification
Market objectfinished fry moisture
Primary measuremoisture within product range
Key dimensionsproduct, plant, supplier, crop
Commercial usequality and conversion control
Driversraw solids, drying, coating, frying
Compare withoil uptake, yield, energy, texture
Analysis
Why this matters
Lower finished moisture is not automatically better. Additional drying can improve crispness or stability while reducing saleable weight and increasing energy use; higher moisture can preserve yield while creating texture or oil problems.
Commercial interpretation should optimize against the product specification rather than chase one extreme. Raw-potato dry matter and plant drying performance must be separated to know whether procurement or operations is driving the variance.
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, quality teams, product developers, procurement managers, and plant finance users that need to manage frozen fry moisture specifications. Moisture affects texture, crispness, frozen stability, cooking performance, package weight, oil uptake, yield, and shelf-life behavior. MassGain helps users understand how finished moisture relates to potato dry matter, crop origin, storage condition, process performance, and market value.
A useful specification should be reviewed by product, cut, coating, plant, supplier, and crop period. Lower-solid potatoes may require more drying or produce different finished moisture and oil economics, while over-drying can reduce weight yield and increase energy cost. MassGain compares moisture results with regional potato benchmarks, intake solids, storage signals, blanching and drying conditions, energy, oil uptake, finished yield, and customer performance. Procurement can evaluate suppliers on conversion value rather than raw price alone; operations can distinguish material variation from line drift; and finance can explain changes in output weight, utilities, and margin. MassGain does not replace laboratory testing or process control. It provides a market-aware framework for keeping moisture targets connected to sourcing, crop conditions, plant economics, and customer requirements.
Use Case
A processor moves to a lower-cost potato origin and sees finished moisture variability rise. MassGain compares dry matter, storage age, drying energy, oil uptake, and finished yield. The raw discount is outweighed by utility and yield penalties, so procurement narrows the source to products with a wider moisture tolerance.
FAQs
Why is frozen fry moisture important?
It affects crispness, texture, oil uptake, package weight, yield, stability, and cooking performance.
Can raw-potato quality change finished moisture?
Yes. Dry matter, sugars, variety, maturity, and storage condition influence the process response.
How does MassGain connect moisture with cost?
It links moisture performance with potato prices, solids, energy, oil, yield, and customer specifications.
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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.