Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
Frozen Fries Distributor Pricing
Frozen fries distributor pricing bridges processor case cost to the customer-facing price through freight, warehousing, handling, delivery, service, credit, rebates, and allowances. Buyers and distributors can compare matched products and branches on net serviced cost rather than invoice price alone.
Market Data
How to read this market
Frozen-fries distributor-pricing data records the customer-facing case price after processor cost, inbound freight, warehousing, handling, inventory, outbound delivery, service, credit, rebates, allowances, and customer-specific terms. The market object is a matched fry product by cut, coating, case configuration, processor, distributor branch, customer, volume tier, and service level.
Use the data to bridge processor price to net serviced customer cost and compare branches or distributors on a like-for-like basis. Normalize rebates, freight, delivery frequency, emergency service, and package size before judging the distributor spread.
Data Module
Frozen Fries Distributor Pricing
Market objectserviced distributor fry price
Primary measuresgross and net case cost
Key dimensionsproduct, branch, customer, service
Commercial usedistributor and processor price analysis
Cost stackfreight, warehouse, delivery, rebates
Compare withprocessor price and route economics
Analysis
Why this matters
A higher invoice price can still deliver lower net cost when rebates, freight, delivery frequency, and service reliability differ. Distributor margin cannot be inferred from the customer invoice without separating the services embedded in the price.
Commercial interpretation should compare net serviced economics and identify which layer moved. This prevents a manufacturing increase from being confused with distribution or vice versa.
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, foodservice distributors, procurement teams, and finance leaders that need to benchmark frozen-fries distributor pricing. Distributor prices can include the processor case cost plus inbound freight, warehousing, handling, inventory, outbound delivery, service, credit, rebates, and customer-specific terms. MassGain helps users separate those layers and compare like-for-like delivered offers.
The suite can organize product cut, coating, package, brand, processor, branch, customer, volume tier, freight, rebate, and delivery frequency. Processors can understand how their selling price reaches the customer. Distributors can benchmark margin and service cost. Restaurant buyers can identify whether an increase comes from manufacturing or distribution. Finance can compare net realized and net paid prices after rebates and allowances.
MassGain does not disclose proprietary margins or prescribe resale pricing. It provides a transparent benchmark bridge that connects distributor invoices with processor prices, regional logistics, service levels, and raw-potato conditions. Users can identify unsupported spread changes without assuming every distributor premium is excessive.
Use Case
A restaurant buyer receives different fry prices from two distributors. MassGain normalizes case size, rebate, delivery frequency, branch freight, and emergency-service requirements. The higher invoice supplier is cheaper on a net serviced basis for remote stores, while urban stores shift to the lower-cost distributor.
FAQs
What is included in frozen-fries distributor pricing?
Processor cost, freight, warehousing, handling, inventory, delivery, credit, service, rebates, and margin may be included.
Why compare net prices?
Rebates, allowances, package sizes, service levels, and freight can reverse the apparent invoice-price ranking.
How does MassGain benchmark the spread?
It links distributor invoices with processor prices, routes, branches, service, contracts, and potato markets.
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.