Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
Frozen Fries Price Index
A frozen fries price index tracks movement in finished-product selling or contract prices across a defined product, customer, regional, or time-period basket. MassGain adds upstream potato-market context so processors can see whether output prices are leading, lagging, or diverging from relevant raw-material conditions.
Market Data
How to read this market
A frozen fries price index tracks movement in finished-product selling or contract prices across a defined basket of products, customers, regions, or periods. The index should preserve specification, pack format, channel, geography, freight basis, and contract timing so changes are not confused with shifts in product mix.
MassGain adds the upstream potato-market context needed to interpret the index. Processors can compare finished-price movement with regional potato benchmarks and other cost inputs to see whether customer pricing is leading, lagging, or diverging from raw-material economics.
Data Module
Frozen fries price index context
Product basketdefined cuts, grades, coatings, and packs
Channelfoodservice, retail, or other customer group
Geographyselling market and plant basis
Contract timingrenewal and effective-date structure
Potato comparisonrelevant raw-material benchmark
Decision usepricing, margin, and portfolio review
Analysis
Why this matters
Finished-fries prices can move differently from production costs because contracts reset slowly, customer mix changes, and processors may absorb or recover input pressure over time. An index can therefore rise after potato costs have stabilized or remain flat while the raw-material market tightens.
That lag is analytically important. MassGain helps processors compare the selling-price path with the upstream potato market while avoiding the assumption that the two should match one-for-one. A widening spread can reveal temporary margin compression, delayed pass-through, or mix effects that deserve further analysis. The index becomes most useful when product and contract definitions remain stable enough for movement to represent price rather than composition.
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 consistent reference for tracking how frozen-fries selling prices move across customers, contract periods, pack formats, specifications, and regions. A frozen fries price index focuses on observed market or contract-price movement for finished product, rather than the processor’s internal production cost alone. MassGain’s potato data suite supplies the physical-market foundation that helps users interpret those changes: potato benchmarks, regional supply conditions, historical comparisons, spot references, and uncertainty signals.
The distinction matters because finished-fries prices reflect more than raw potatoes. Oil, energy, packaging, labor, conversion yield, cold storage, freight, service requirements, and commercial terms can all alter the final price. MassGain helps procurement, finance, and commercial teams determine whether a change in the finished-price index is broadly consistent with potato-market pressure or is being driven by another component. Users can also compare index movement with contract renewal timing to understand when input changes are actually reaching customer pricing.
Used over time, the index supports portfolio reviews, customer negotiations, margin analysis, and market-adjusted performance measurement. It can reveal whether prices are rising broadly, diverging by region, or lagging the underlying cost environment. MassGain does not publish one universal transaction price or expose private agreements. It provides the potato-market evidence and benchmark context needed to make a finished-fries price index more transparent, interpretable, and useful for commercial decisions.
Use Case
A frozen-potato processor is preparing customer renewals across foodservice and retail channels. Finance compares the company’s realized selling-price index with MassGain potato benchmarks and finds that finished prices have remained flat even as one sourcing region has tightened. Commercial leadership uses the comparison to prioritize renewals tied to the exposed plants, while leaving unaffected accounts unchanged instead of applying a blanket increase.
FAQs
What does a frozen fries price index measure?
It tracks changes in observed or contracted finished-fries prices across a defined market, product set, customer group, or time period.
How is a price index different from a cost index?
A price index follows selling prices, while a cost index measures the movement of inputs used to produce frozen fries.
Why compare the index with potato benchmarks?
The comparison helps show whether finished-price movement is aligned with raw-material conditions or driven by processing, logistics, or commercial factors.
Put this market intelligence to work
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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.