Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
Frozen Fries Cooking Oil Cost Index
Frozen fries cooking oil cost index data creates a weighted basket of the edible oils actually purchased across fry plants, including region, freight, contract lag, currency, and consumption per finished tonne. Finance and procurement can validate escalators and distinguish oil-market movement from plant usage changes.
Market Data
How to read this market
A frozen-fries cooking-oil-cost index combines the edible-oil benchmarks actually used across fry plants, weighted by regional purchasing and production exposure. The market object is the governed oil-cost basket by oil type, plant, freight basis, contract lag, currency, and consumption per finished tonne.
Use the index to validate supplier escalators, forecast plant and customer pass-through, and distinguish market-price changes from higher oil usage caused by raw quality, coating, fryer performance, or product mix. Backtest the index against actual invoices.
Data Module
Frozen Fries Cooking Oil Cost Index
Market objectprocessor-specific edible-oil basket
Primary measureweighted oil cost movement
Key dimensionsoil, plant, region, contract lag
Commercial usecost escalation and forecasting
Usage contextconsumption per finished tonne
Compare withinvoices, product mix, plant performance
Analysis
Why this matters
A global vegetable-oil index can misstate a fry processor's exposure when plants use different oils, freight regions, and contract lags. The basket can also drift as product mix changes.
Commercial interpretation should preserve weights and usage. An index is defensible only while it continues to explain the actual oil cost reaching production.
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 food processors that need a repeatable cooking-oil cost index for frozen-fries production. The index should reflect the oils actually purchased, the plants and regions using them, contract lags, freight, and the amount absorbed or consumed per finished tonne. MassGain helps processors build an auditable measure rather than applying a broad edible-oil headline to every fry product.
The suite can combine multiple oil benchmarks using plant or volume weights and preserve source, currency, unit, observation window, and revision history. It connects the index with supplier invoices, oil coverage, fryer usage, raw-potato solids, product coating, throughput, and finished output. Procurement can validate oil escalators. Finance can forecast customer pass-through. Operations can identify when cost per tonne rises because of usage rather than market price.
An index can become misleading when the oil basket, plant mix, or procurement strategy changes. MassGain does not publish an official industry benchmark or recommend financial positions. It provides governance, backtesting, and exposure mapping so the index remains aligned with the processor’s actual cooking-oil cost and can be reviewed when contracts, product mix, or technology changes.
Use Case
A multi-plant fries processor uses canola in North America and sunflower blends in Europe. MassGain builds a plant-weighted index with regional freight and contract lags, then compares it with actual invoices. Finance uses the validated index for quarterly customer reviews instead of one global vegetable-oil series.
FAQs
What should a frozen-fries oil index include?
It should include the relevant oils, plant weights, regions, units, freight, contract timing, and usage basis.
Why track oil usage per finished tonne?
Raw quality, coatings, fryer settings, and product mix can change consumption independently of price.
How does MassGain govern the index?
It preserves sources, weights, formulas, revisions, backtests, and links to actual invoices.
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.