Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
Potato Frozen Fries Yield Economics
Potato frozen fries yield economics connects raw-potato price and quality with saleable fry recovery, product mix, oil, throughput, trim, waste, and coproduct value. MassGain compares lots on cost per finished tonne or case so a higher raw price can be evaluated against better solids, length, and factory yield.
Market Data
How to read this market
Potato frozen-fries-yield-economics data connects raw-potato price and quality with finished fry recovery, product mix, oil, throughput, trim, waste, and coproduct value. The market object is the raw lot translated into saleable frozen-fries output by plant and specification.
Use the data to compare suppliers, regions, varieties, and storage cohorts on cost per finished tonne or case rather than raw tonne. Model solids, tuber length, size, defects, peeling, cutting, breakage, line speed, oil uptake, and finished-grade mix.
Data Module
Potato Frozen Fries Yield Economics
Market objectraw-to-finished fry conversion economics
Primary measurecost and value per saleable output
Key dimensionslot, plant, variety, product
Commercial usesourcing and production allocation
Driverssolids, length, recovery, oil, throughput
Compare withraw price and finished product mix
Analysis
Why this matters
A higher raw-potato price can produce a lower finished fry cost when solids, length, and recovery improve enough to offset the premium. Raw price and processing economics can therefore move in opposite directions.
Commercial interpretation should value the product mix produced from each lot. Long potatoes may create disproportionate value in premium cuts, while shorter material can be optimal for flexible products.
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 food processors analyzing potato frozen fries yield economics. MassGain connects raw-potato price with solids, length distribution, size, defects, trim, line recovery, oil uptake, throughput, finished-product mix, and coproduct credits.
The suite calculates how many saleable finished tonnes or cases are produced from each raw tonne and how that recovery changes by lot, supplier, origin, and storage period. Processors can compare a low-priced raw lot with a higher-priced lot that delivers better length, solids, and recovery. Procurement can value quality premiums, operations can identify where process losses are occurring, finance can measure true raw-material cost per finished unit, and commercial teams can understand which product mix best monetizes available potatoes.
The analysis also distinguishes field yield from factory yield and includes downgrade or waste effects. MassGain does not guarantee plant performance or prescribe purchases. It provides a transparent driver model that shows when raw price, quality, or processing efficiency is creating or destroying margin.
Use Case
A fry plant compares a cheap low-solids lot with a premium long-potato lot. MassGain shows the premium lot produces more long fries, uses less oil per saleable case, and runs faster. Despite the higher intake price, its finished-unit cost is lower and contribution per line hour is stronger.
FAQs
What determines frozen-fries yield economics?
Solids, length, defects, trim, recovery, oil, line speed, product mix, and byproduct value determine it.
Why compare cost per finished unit?
Raw price alone ignores how much saleable product each tonne produces.
How does MassGain value quality?
It translates lot characteristics into expected recovery, product mix, processing cost, and finished revenue.
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.