Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
Frozen Fries Delivered Cost
Frozen fries delivered cost measures the full expense of placing the specified fry product at the required warehouse, branch, or restaurant destination. Procurement can separate processor price from freight, fuel, cold storage, accessorials, rebates, claims, and service to compare suppliers and lanes consistently.
Market Data
How to read this market
Frozen-fries delivered-cost data measures the full cost of placing a specified fry product at a plant, warehouse, distributor branch, or restaurant destination. The market object is the delivered case by product specification, origin plant, destination, contract price, freight, fuel, accessorials, cold storage, pallet utilization, rebates, claims, and loss.
Use the data to compare processors and lanes on a consistent destination basis and to separate raw-potato, conversion, logistics, service, and net-adjustment effects. Include only costs and credits actually applicable to the shipment or contract.
Data Module
Frozen Fries Delivered Cost
Market objectdestination-ready frozen fry case
Primary measurenet delivered cost
Key dimensionsproduct, plant, destination, contract
Commercial useprocessor and lane comparison
Cost stackproduct, freight, storage, accessorials
Compare withrebates, claims, usable performance
Analysis
Why this matters
The lowest base case price may not be the lowest delivered cost once regional freight, cold-chain handling, pallet efficiency, claims, and rebates are included. The ranking can change by destination even for the same processors.
Commercial interpretation should therefore be lane-specific and net of contractual adjustments. Network-wide averages can conceal where one supplier is genuinely more competitive.
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, distributors, and finance leaders that need to calculate frozen-fries delivered cost. Delivered cost is the full cost of placing the correct fries at a plant, warehouse, distributor branch, or restaurant destination under defined terms. MassGain helps users separate product value from freight, fuel, handling, cold storage, rebates, claims, and service costs.
The suite can organize case configuration, product specification, origin plant, destination, contract price, freight, accessorials, temperature control, pallet utilization, rebates, and loss. Procurement can compare processors and lanes on a consistent basis. Processors can understand customer netbacks. Distributors can allocate route and warehouse cost. Finance can forecast cost by region and identify whether changes originate in raw potatoes, conversion, or logistics.
A quoted delivered price may exclude taxes, special handling, minimum-order fees, or later rebates, and a lower case cost may carry higher waste or weaker yield. MassGain does not provide binding freight quotes. It supplies a transparent landed-cost framework that compares usable economics and documents every component from processor to destination.
Use Case
A national buyer compares fries from two processors. MassGain adds plant-to-branch freight, fuel, cold storage, pallet efficiency, rebates, and claim history. One processor has the lower base case price, but the other delivers a lower reliable cost to western markets, leading to regional allocation.
FAQs
What belongs in frozen-fries delivered cost?
Product, freight, fuel, handling, storage, accessorials, rebates, claims, and destination charges may belong.
Why calculate cost by destination?
Lane length, branch operations, service frequency, and regional contracts create different delivered economics.
How does MassGain separate cost drivers?
It distinguishes processor price, raw-potato exposure, conversion, logistics, service, and net adjustments.
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.