Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
Frozen Fry Production Cost Per Pound
Frozen fry production cost per pound measures total cost per finished pound across potatoes, recovery, oil, energy, labor, coatings, packaging, storage, freight, and plant efficiency. Matching raw-potato input to the plant's sourcing market helps finance teams separate crop movement from conversion and operating variance.
Market Data
How to read this market
Frozen fry production cost per pound measures the total cost of producing one finished pound of fries, combining processing potatoes with recovery, oil, energy, labor, coatings, packaging, cold storage, freight, overhead, and plant efficiency. A credible model should use the potato benchmark relevant to the plant’s sourcing region and variety.
Use the data by separating raw-material cost from conversion and logistics, then measuring each component against saleable output. Lower-priced potatoes can still raise finished cost if solids, size, defects, or storage condition reduce recovery.
Data Module
Frozen fry cost context
Potato inputregional processing-potato cost
Recoveryfinished pounds per raw input unit
Conversionoil, energy, labor, and line efficiency
Packagingmaterials and pack format
Storage and freightcold-chain and delivery expense
Decision usestandard cost, margin, and customer pricing
Analysis
Why this matters
Cost per pound can rise even when potato contract prices are unchanged because recovery, energy, downtime, packaging, or freight deteriorates. That makes the metric useful for separating market inflation from plant execution.
The most important denominator is saleable finished output. A cheaper raw potato that performs poorly on the line may be economically worse than a premium lot with stronger solids and recovery.
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 10, 2026Latest MassGain publication
Potato prices quiet at $30/cwt as regional harvest damage buzzes beneath the surface
Market indicators are stable, but reporting from Europe and select growing areas shows real, localized crop stress — a reminder that steady headline prices can mask uneven physical risk.
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, plant controllers, procurement teams, operations leaders, and commercial finance teams that need to understand production cost per finished pound. Frozen fry production cost per pound combines the cost of processing potatoes with recovery, oil, energy, labor, coatings, packaging, cold storage, freight, overhead, and the product mix running through the plant.
MassGain provides the external raw-potato benchmark and regional supply context needed to evaluate the agricultural portion of the model. The calculation should also reflect usable yield: a cheaper potato lot can raise finished cost if lower solids, short tubers, defects, or storage deterioration reduce recovery and increase oil or waste. Plant-specific energy, labor, uptime, packaging, and line efficiency can then be layered onto the market reference.
The measure supports standard costing, plant comparison, customer pricing, contract review, and margin analysis. Finance can identify whether a change comes from the market, raw-material quality, or plant execution; procurement can compare suppliers by finished-output economics; and operations can prioritize recovery and efficiency work. MassGain does not know a processor's confidential cost ledger or prescribe one industry cost. It supplies an independent physical-market foundation for a transparent, auditable cost-per-pound model.
Use Case
A processor sees frozen-fry cost per pound rise even though grower contracts are unchanged. MassGain shows one plant is receiving lower-solids potatoes and paying higher regional freight. Operations adds recovery and downtime data, revealing that quality and line efficiency—not broad potato inflation—drive the variance. Procurement and operations target those components before customer renewals.
FAQs
What belongs in frozen fry production cost per pound?
Potatoes, yield, oil, energy, labor, coatings, packaging, storage, freight, overhead, and line performance all contribute.
Why is usable yield important?
Finished cost depends on saleable output, so low solids, defects, and poor recovery can outweigh a cheaper potato price.
How does MassGain support the calculation?
It provides matched regional potato benchmarks, supply conditions, and historical context for the raw-material component.
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.