Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
Potato Procurement Total Cost of Ownership
Potato procurement total cost of ownership measures the full economic effect of a supplier relationship rather than the opening case price. MassGain adds regional potato-market and supply-risk context so buyers can compare freight, recovery, inventory, waste, service, and disruption exposure on a risk-adjusted basis.
Market Data
How to read this market
Potato procurement total cost of ownership measures the full economic effect of a supplier relationship rather than only the quoted case price. Relevant costs can include product price, freight, inventory, yield, waste, service failures, emergency purchases, specification performance, administrative burden, and exposure to volatile adjustment mechanisms.
MassGain supplies the external potato-market and regional-risk layer for the model. Procurement can compare supplier economics under normal and stressed conditions and determine whether a higher headline price is offset by stronger recovery, shorter lanes, better service, or more resilient sourcing.
Data Module
Potato total cost of ownership
Purchase costquoted product or case price
Operational costyield, waste, inventory, and handling
Logisticsfreight, storage, and emergency movement
Service riskfill rate and disruption exposure
Decision usecompare risk-adjusted supplier economics
Analysis
Why this matters
Total cost analysis matters because many sourcing costs appear only after the award. A cheap supplier with weak service, long freight lanes, or a highly sensitive commodity escalator can create higher realized cost than a more expensive but resilient alternative. MassGain makes the market-risk portion measurable so procurement can compare the full contract rather than one invoice line.
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 compare potato suppliers on total economic impact rather than the opening case price. Potato procurement total cost of ownership includes the quoted product cost plus freight, storage, handling, processing yield, waste, oil absorption, packaging, service failures, emergency purchases, inventory requirements, and the administrative burden created by volatile or opaque pricing. MassGain’s potato data suite supplies the external market evidence needed to test those components against regional potato conditions and realistic supply scenarios.
The approach is especially useful when two suppliers have different strengths. A lower invoice price may come with longer freight lanes, weaker fill rates, less favorable recovery, or an escalator that transfers more crop risk to the buyer. A higher-priced supplier may reduce restaurant waste, protect product consistency, or provide dependable secondary capacity during a regional shortage. MassGain helps procurement normalize the raw-potato benchmark and supply exposure before internal operating and service costs are added.
Teams can use the analysis in tenders, renewals, supplier allocation, menu-margin planning, and resilience reviews. By comparing expected cost under normal, tight, and disrupted conditions, the buyer can see which proposal creates the lowest risk-adjusted cost over the contract term. MassGain does not replace supplier performance or invoice data; it provides the independent physical-market layer that makes a total-cost comparison more complete, defensible, and actionable.
Use Case
A restaurant chain compares two frozen-fry suppliers. Supplier A is cheaper per case but serves the network from one distant plant, requires more safety stock, and has a highly sensitive potato escalator. Supplier B charges more initially but offers two plants, shorter lanes, stronger fill rates, and steadier recovery. Procurement uses MassGain to normalize each supplier’s regional potato exposure and model tight-crop scenarios, then adds freight, inventory, waste, and disruption costs. Supplier B produces the lower three-year total cost, so it receives primary volume while Supplier A remains a limited secondary source.
FAQs
What belongs in potato procurement total cost of ownership?
Product price, freight, yield, waste, inventory, storage, service, disruption exposure, administration, and contract risk should all be included.
Why can the lowest case price be more expensive overall?
Poor recovery, longer freight, excess stock, service failures, or volatile escalators can outweigh a lower opening quote.
How does MassGain strengthen a total-cost model?
It provides regional potato benchmarks, supply scenarios, and market-risk context that can be combined with internal operating data.
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.