Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
Frozen Fries Price Inflation
Frozen fries price inflation measures like-for-like finished-fry price change after controlling for specification, pack, region, channel, and contract timing. MassGain decomposes movement into potatoes, oil, energy, labor, packaging, freight, capacity, and mix so finance can identify genuine inflation and pass-through lag.
Market Data
How to read this market
Frozen fries price inflation measures like-for-like change in finished frozen-fry prices over time after controlling for cut, coating, grade, pack, customer channel, plant or region, freight basis, and contract timing. The market object is a stable comparison basket rather than a changing sales average.
Use the data to decompose finished-price movement into potatoes, oil, energy, labor, packaging, cold storage, freight, capacity, and commercial spread. Track contract-reset lags so upstream cost pressure and finished invoices are not assumed to move simultaneously.
Data Module
Frozen Fries Price Inflation
MeasureLike-for-like finished fry price change
ControlsProduct, pack, channel, region, contract timing
Cost driversPotato, oil, energy, labor, packaging, freight
Commercial useBudget, supplier review, margin bridge
AnalysisSeparate price, mix, and pass-through lag
WatchpointChanging product mix can overstate inflation
Analysis
Why this matters
Fry inflation matters because a simple average can rise even when comparable SKUs do not. Premium product mix and regional freight can create apparent inflation unrelated to broad repricing.
Input and output signals also diverge because contracts delay pass-through. Finance and procurement should distinguish current cost pressure from the timing when that pressure reaches supplier invoices.
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-potato processors, procurement teams, finance leaders, and commercial planners that need to measure frozen-fries price inflation. Inflation represents the rate at which comparable finished-fry prices change over time after controlling for product specification, customer or channel mix, pack format, region, freight basis, and contract timing. MassGain connects that finished-price movement with the physical potato market and the other operating inputs that influence production.
A simple average can overstate inflation when customers shift toward premium coated products or understate it when fixed contracts delay pass-through. MassGain preserves a consistent basket, identifies product and regional contributions, and separates potatoes, oil, energy, labor, packaging, storage, freight, capacity, and commercial spread. Finance can build budgets and margin bridges, procurement can validate supplier or third-party increases, and commercial teams can prepare customer renewals. Historical lag analysis shows when raw-material pressure typically reaches finished prices and when easing inputs should begin to flow back. MassGain does not forecast one inevitable inflation rate or reveal private transactions. It provides a transparent, market-adjusted measure that distinguishes true like-for-like price movement from mix, timing, and specification effects.
Use Case
A processor reports 8% frozen-fries inflation, but MassGain holds the product basket constant and finds 3% is caused by a shift toward coated premium fries. Like-for-like inflation is 5%, driven by potatoes, packaging, and one regional freight lane. Finance revises its forecast accordingly.
FAQs
What drives frozen-fries price inflation?
Potatoes, oil, energy, labor, packaging, storage, freight, capacity, contracts, and commercial conditions can all contribute.
Why adjust for product mix?
A shift toward premium or different products can change the average price without true like-for-like inflation.
How does MassGain measure inflation?
It preserves a consistent basket and decomposes movement by product, region, contract timing, and cost 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.