Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
Potato Stockout Cost
Potato stockout cost measures the economic consequence when required product is unavailable at the needed place and time. MassGain combines regional availability and replacement markets with service and margin exposure so buyers can compare stockout risk with the cost of safety stock or secondary supply.
Market Data
How to read this market
Potato stockout cost measures the economic consequence when required potatoes or potato products are unavailable at the needed place and time. Relevant effects can include lost sales, menu or production downtime, emergency freight, spot premiums, customer penalties, substitution, labor inefficiency, and reputational or service impacts.
MassGain can combine regional availability and replacement markets with internal demand and service requirements. Buyers can compare the expected stockout cost with the cost of safety stock, secondary capacity, or earlier contracting.
Data Module
Stockout cost context
Demand at riskvolume required during the gap
Lost contributionsales or production margin affected
Replacementspot premium and emergency freight
Servicecustomer or operational penalties
Mitigationsafety stock and alternate supply cost
Decision useinventory and sourcing policy
Analysis
Why this matters
The cheapest inventory policy is not necessarily the lowest-cost policy once stockout consequences are included. A small carrying cost can be economically justified when an outage would stop a line or a high-volume menu item.
MassGain helps make the tradeoff market-specific. Stockout risk should rise when replacement supply is thin and fall when substitutes are abundant, allowing safety-stock decisions to respond to the actual potato market.
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 page is for potato distributors, wholesalers, foodservice suppliers, retailers, and finance teams that need to quantify the economic damage caused by running out of product. Potato stockout cost extends beyond the gross margin on a missed sale. It can include customer penalties, lost contracts, menu substitutions, emergency purchases, premium freight, production downtime, administrative work, reputational damage, and the future value of weakened service performance.
MassGain helps users connect internal inventory and demand data with regional potato availability, supplier lead times, replacement prices, crop transitions, and freight conditions. That context allows a team to compare the cost of carrying additional safety stock with the expected cost and probability of a shortage. The right decision can vary by product: a specialized fry specification serving a national customer may warrant greater protection than a flexible table-potato item with several substitute origins.
The analysis supports safety-stock policy, promotion approval, supplier diversification, and continuity planning. MassGain provides the external market evidence needed to estimate replacement difficulty, identify vulnerable periods, and ensure inventory decisions consider the full commercial cost of failure rather than storage expense alone.
Use Case
A regional foodservice distributor is considering reducing russet safety stock to improve turns. MassGain shows a late-storage window with tightening large-count availability and long replacement lead times. The model compares three weeks of additional carrying cost with likely emergency freight, lost restaurant orders, and customer penalties. The distributor protects only the vulnerable specifications and leaves flexible items at normal inventory.
FAQs
What belongs in potato stockout cost?
Lost margin, customer penalties, emergency buys, premium freight, substitutions, downtime, labor, and reputational effects may be included.
Why compare stockout and carrying costs?
The comparison shows whether additional inventory protection is economically justified for a product and period.
How does MassGain estimate external shortage risk?
It connects regional availability, prices, supplier lead times, crop timing, freight, and substitute supply.
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.