Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
Frozen Fries Prices
Frozen fries prices vary by cut, coating, grade, pack, plant, freight lane, customer channel, service requirement, and contract timing. MassGain provides the upstream potato-market benchmark so processors and buyers can separate raw-material movement from conversion, oil, energy, packaging, freight, yield, and commercial terms.
Market Data
How to read this market
Frozen fries prices vary by cut, coating, grade, pack configuration, plant, freight lane, customer channel, service requirement, and contract timing. A useful market view should normalize those dimensions before comparing offers or interpreting price movement and should distinguish the finished product from the raw-potato market beneath it.
MassGain provides the upstream physical-potato benchmark and regional context needed to test the agricultural component of frozen-fries pricing. Processors and buyers can then separate potato movement from conversion, oil, energy, packaging, freight, yield, and commercial terms.
Data Module
Frozen fries price context
Productcut, grade, coating, and pack
Plant and regionproduction and sourcing footprint
Contract basiscustomer, term, and effective date
Potato inputrelevant regional benchmark
Conversion layeryield, oil, energy, and labor
Delivered basispackaging, freight, and service
Analysis
Why this matters
Frozen-fries pricing is a layered economic object, not a direct quote on potatoes. A modest raw-potato move can coexist with a larger finished-product increase when conversion or logistics costs rise, while a strong potato market can have limited immediate effect if processors are covered and customer contracts are fixed.
The analytical value comes from explaining the gap between the finished price and the relevant potato benchmark. MassGain provides the raw-material reference; internal or supplier data must account for the rest. This makes quote comparisons more specific and reduces the risk of accepting broad commodity narratives that do not match the product, plant, or contract under review.
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 is for food processors that need a current, decision-ready view of frozen fries prices rather than a single supplier quote or broad food inflation number. Frozen fries prices vary by cut, coating, grade, pack configuration, plant, freight lane, customer channel, service requirements, and contract timing. MassGain’s potato data suite helps procurement, finance, and commercial teams place those finished-product prices beside the physical potato market that supports them, including regional benchmarks, historical movement, supply signals, and uncertainty.
For processors, the useful question is not merely whether frozen fries are becoming more expensive. Teams need to know which products and regions are moving, whether the change is temporary or sustained, and how much can reasonably be attributed to potatoes versus oil, energy, packaging, labor, yield, storage, or freight. MassGain gives analysts an independent raw-material reference for testing supplier or customer narratives and for avoiding false comparisons between unlike specifications.
This view supports pricing reviews, contract negotiations, standard-cost maintenance, margin analysis, and sales planning. Procurement can evaluate purchased or toll-processed product, finance can reconcile finished-price movement with input economics, and commercial teams can prepare account-specific cost bridges. MassGain does not claim that one published figure represents every frozen-fries transaction. It provides the market context needed to normalize offers, explain differences, and decide whether a quoted price is consistent with the relevant potato market and operating conditions.
Use Case
A processor sourcing specialty coated fries from an outside plant receives a 9% renewal increase. MassGain shows that potato values in the plant’s region have risen modestly, while comparable standard fries remain stable. Procurement separates the coating, packaging, freight, and potato components, confirms that only part of the increase is market-supported, and negotiates a lower adjustment tied to documented input changes.
FAQs
Why do frozen fries prices differ between products?
Cut style, coating, grade, pack size, plant, freight, service level, contract terms, and customer channel can all affect price.
Do higher potato prices automatically create the same increase in fries?
No. Raw potatoes are one component, and yield, oil, energy, packaging, labor, storage, and logistics also shape finished pricing.
How can MassGain help evaluate a frozen-fries quote?
It provides independent potato benchmarks and regional context that buyers can combine with the product’s specific processing and delivery economics.
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.