Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
Frozen Fries Producer Price Index
A frozen fries producer price index tracks changes in the prices processors receive for finished output across a defined product, channel, region, or contract basket. MassGain adds upstream potato benchmarks so finance and commercial teams can identify delayed pass-through, margin compression, mix effects, and contract-timing differences.
Market Data
How to read this market
A frozen fries producer price index tracks changes in the prices processors receive for finished output across a defined product, customer, or market basket. It is distinct from both retail pricing and the processor's internal cost index, so the basket should define product mix, channel, region, contract timing, and delivery basis.
MassGain adds upstream potato benchmarks, regional supply conditions, and historical context. Finance and commercial teams can compare producer-price movement with raw-material economics to identify delayed pass-through, margin compression, mix changes, or contract effects without assuming output prices should mirror potato values immediately.
Data Module
Producer price index context
Output basketdefined frozen-fries products
Customer channelfoodservice, retail, or contract segment
Geographyplant and selling-market basis
Contract timingrenewal and effective dates
Potato comparisonupstream physical benchmark
Margin signalspread between output price and key inputs
Analysis
Why this matters
Producer prices often lag cost changes because customer contracts reset on schedules that differ from potato, energy, packaging, or freight inputs. That lag can create temporary margin compression during inflation and delayed margin recovery when raw-material pressure eases.
MassGain helps make the upstream potato side observable so the producer-price index can be interpreted rather than merely reported. If output prices remain flat while the relevant potato benchmark rises, the commercial issue may be contract timing rather than weak market pricing. If producer prices remain elevated after potatoes soften, mix, other inputs, or renewal cadence may explain the spread. The index is strongest when basket composition remains stable.
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 to understand changes in the prices received by producers for frozen fries before those movements appear in customer contracts, margins, or category forecasts. A frozen fries producer price index is designed to track output-price movement at the processor level, using a defined basket of products, channels, or transaction classes. MassGain’s potato data suite adds the upstream physical-market context needed to interpret that index: regional potato benchmarks, crop and storage conditions, historical spreads, spot availability, and uncertainty.
The producer-price perspective is distinct from both retail prices and internal production costs. A processor may face higher potato or energy inputs but delay passing them through, causing producer prices to lag costs and compress margin. Conversely, selling prices may remain elevated after raw-material pressure eases because contracts reset slowly or product mix changes. MassGain helps finance and commercial teams examine those timing differences and determine whether index movement reflects broad market repricing, channel mix, regional exposure, or company-specific commercial decisions.
This analysis supports inflation reporting, margin bridges, contract strategy, forecasting, and comparisons between plants or markets. Teams can monitor the spread between producer prices and potato benchmarks, identify where pass-through is incomplete, and build scenarios around upcoming renewal windows. MassGain does not replicate an official government index or disclose private transactions. It provides the physical potato-market evidence that helps processors construct, validate, and explain a producer-price measure relevant to their own business.
Use Case
A frozen-fries manufacturer sees its internal producer price index rise only 2% while MassGain potato benchmarks and other input costs indicate a larger increase in the exposed region. Finance maps the gap to fixed customer contracts that will reset next quarter. The commercial team prepares targeted cost bridges for those accounts, and treasury models the temporary margin and working-capital pressure until the new prices take effect.
FAQs
What does a frozen fries producer price index track?
It tracks changes in the prices processors receive for frozen-fries output across a defined product, customer, or market basket.
Why can producer prices lag input costs?
Customer contracts, renewal schedules, competitive conditions, and product mix can delay or dilute cost pass-through.
Is a producer price index the same as a retail price index?
No. It reflects prices at the processor or producer level, before distributor, restaurant, or retail markups.
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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.