Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
Potato Supplier Cost Breakdown
A potato supplier cost breakdown decomposes the finished-product price into raw potatoes, conversion, oil, labor, energy, packaging, storage, freight, service, and margin. MassGain matches the agricultural component to the plant's sourcing region and crop period so procurement can validate legitimate movement without accepting a blanket inflation claim.
Market Data
How to read this market
A potato supplier cost breakdown separates a supplier's finished-product price into raw potatoes, processing, oil, labor, energy, packaging, storage, freight, service, and margin. The raw-potato component should be matched to the plant's actual sourcing region, product, crop period, and contract timing.
MassGain provides the independent market reference for that component. Procurement can then ask for evidence on the remaining cost layers, normalize competing suppliers, and identify charges that are already embedded elsewhere in the delivered price.
Data Module
Supplier cost context
Raw potatomatched physical-market benchmark
Conversionlabor, energy, oil, and processing
Packagingproduct and case materials
Storageinventory and cold-chain costs
Freight and servicedelivered basis
Decision usecost bridge, tender, and increase review
Analysis
Why this matters
Supplier cost movement is rarely driven by one input. A real regional potato increase can coexist with falling freight, or stable raw potatoes can accompany higher packaging or energy costs.
MassGain makes the agricultural piece independently testable. The analytical benefit is precision: buyers can accept documented pressure where it exists, challenge unexplained conversion spread, and prevent the same logistics or storage cost from being counted twice.
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 QSR and restaurant procurement teams that need to understand what sits inside a supplier’s potato-product price before approving a bid, renewal, or mid-contract increase. A potato supplier cost breakdown separates the underlying potato value from processing, oil, labor, energy, packaging, cold storage, freight, handling, service, and supplier margin. MassGain’s potato data suite provides the independent market reference for the agricultural component, matching each supplier plant to the relevant sourcing region, crop period, product channel, and contract timing.
That structure helps buyers avoid accepting a broad “potato inflation” explanation for costs that may be moving for different reasons. A raw-potato benchmark may be stable while packaging or freight rises, or a regional crop problem may affect one plant without justifying a systemwide increase. MassGain lets procurement test the commodity portion against regional benchmarks, crop and storage conditions, and historical relationships. The team can then request separate support for conversion and logistics costs and identify whether any charge is already embedded elsewhere.
The analysis supports should-cost reviews, supplier negotiations, invoice validation, tenders, and budget planning. MassGain does not estimate a supplier’s private conversion efficiency or target margin. It supplies the transparent potato-market layer needed to challenge unsupported claims, recognize legitimate exposure, prevent double counting, and compare competing offers on a consistent delivered-cost basis.
Use Case
A national QSR receives a 9% frozen-fry increase described as raw-material inflation. MassGain shows the supplier’s matched potato benchmark rose 3%, while the proposed bridge also includes energy, oil, packaging, freight, and a conversion adjustment. Procurement validates the documented potato and packaging movement, identifies freight that was already included in the delivered base, and negotiates the increase down while adding separate review rules for each cost component.
FAQs
What belongs in a potato supplier cost breakdown?
Common components include raw potatoes, processing, oil, labor, energy, packaging, storage, freight, handling, service, and supplier margin.
Why should the potato component be benchmarked separately?
Regional crop conditions, contract timing, and market channel can affect raw-potato costs differently from conversion or logistics expenses.
How can MassGain reveal double counting?
It clarifies the benchmark and delivery basis so buyers can see when freight, storage, or another charge is already embedded in the quoted price.
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.