Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
Potato Procurement Cost Per Serving
Potato procurement cost per serving converts supplier pricing into the unit economics of the menu item a restaurant actually sells. MassGain helps validate the external potato-market assumption while procurement combines pack size, usable yield, portion standards, freight, and waste to model cents per serving and systemwide impact.
Market Data
How to read this market
Potato procurement cost per serving translates supplier pricing into the unit economics of a menu item. The calculation depends on purchased cost, pack size, usable yield, portion standard, freight, and waste, while the external potato-market input should match the relevant product and contract basis.
MassGain helps procurement test whether the market assumptions inside that serving-cost model are commercially reasonable. Buyers can compare supplier changes with potato benchmarks, model alternate effective dates or suppliers, and express the result in cents per serving and systemwide impact rather than leaving the discussion at the case or commodity level.
Data Module
Cost-per-serving context
Purchased costcase or contract price paid
Pack basisweight and units per case
Usable yieldcooked or served output after loss
Portion standardquantity used per menu serving
Market inputrelevant potato benchmark and timing
Decision usefood-cost, pricing, and supplier scenarios
Analysis
Why this matters
Cost per serving is analytically powerful because it connects a commodity or supplier move to the economic unit the restaurant actually manages. A seemingly small change in case price can matter materially when multiplied across high transaction volume, while changes in yield, waste, or portion size can offset or amplify the market effect.
The important distinction is between market validation and operational conversion. MassGain can help establish whether the external price assumption is plausible, but the restaurant's own pack, yield, portion, freight, and waste data determine the final serving cost. Keeping those layers separate makes the model more auditable and gives procurement, finance, and menu teams a common language for scenario decisions.
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 translate potato-category purchasing decisions into a unit economics measure that finance, menu strategy, and operations can immediately understand. Potato procurement cost per serving converts contract prices, pack sizes, yields, portion standards, freight, and expected waste into the cost attached to one order of fries, hash browns, mashed potatoes, or another potato-based item. MassGain’s potato data suite supplies the external price and market context needed to test whether that serving-cost assumption is reasonable and how it may change over the planning period.
The measure is especially valuable because a small movement at the case or hundredweight level can become significant when multiplied across millions of transactions. Procurement can use MassGain benchmarks to separate market-driven pressure from supplier-specific premiums, then model the effect of alternate portion sizes, specifications, suppliers, or contract start dates. Finance can carry the result into food-cost forecasts, while menu teams can evaluate whether pricing, promotion, or product design changes are warranted.
Rather than treating potato inflation as an abstract commodity issue, MassGain helps the team express it in operational terms: cents per serving, annual system impact, and exposure by scenario. That creates a common decision language across procurement, finance, culinary, and leadership, while preserving the detail needed to challenge assumptions and negotiate with suppliers.
Use Case
A 1,500-unit QSR is evaluating a supplier’s proposed frozen-fry increase. Procurement combines the new case price with actual pack weight, cooked yield, standard portion, freight, and waste assumptions to calculate the new cost per serving. MassGain shows that the underlying potato market supports part—but not all—of the increase. The team negotiates the unsupported premium down, then gives finance a clear estimate of the annual system impact in cents per order.
FAQs
How is potato procurement cost per serving calculated?
It combines purchased cost with pack size, usable yield, portion size, freight, and expected waste to estimate the potato cost of one menu serving.
Why is cost per serving more useful than case price alone?
It connects supplier pricing to restaurant unit economics and shows the real effect on food cost across transaction volume.
Can MassGain help test serving-cost assumptions?
Yes. Its benchmarks and market context help teams evaluate whether the external price inputs behind the model are commercially reasonable.
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.