Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
Potato Foodservice Pack Sizes
Potato foodservice pack sizes match package configuration to restaurant usage, storage, labor, waste, and service patterns. QSR and distributor teams can compare total usable economics across customer segments instead of choosing solely on price per pound.
Market Data
How to read this market
Potato foodservice-pack-size data tracks the net weight, package configuration, price, and demand for bulk cases, smaller cases, portion packs, bags, cartons, and other foodservice formats. The market object is the pack matched to restaurant usage, storage, labor, waste, delivery frequency, and product form.
Use the data to compare total usable economics by customer or store segment rather than price per pound alone. Smaller packs can reduce partial-case waste and handling burden, while larger packs may lower packaging cost in high-volume operations.
Data Module
Potato Foodservice Pack Sizes
Market objectfoodservice potato package
Primary measuresnet weight, case cost, usage
Key dimensionscustomer, product, store volume, format
Commercial usepack-size and cost optimization
Tradeoffshandling, waste, storage, packaging
Compare withdelivery frequency and processor capacity
Analysis
Why this matters
The lowest unit-cost pack is not always the cheapest operating choice. Large cases can create waste, freezer congestion, or handling burden at low-volume restaurants, while small packs add material and processing cost.
Commercial interpretation should segment stores by actual usage and service pattern instead of applying one pack size across the network.
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 QSR and restaurant procurement teams, foodservice distributors, processors, and product planners that need to manage potato foodservice pack sizes. Common formats can include bulk cases, smaller handling-friendly cases, portion packs, bags, cartons, or foodservice-specific counts. MassGain helps users connect pack size with restaurant usage, storage, labor, waste, freight, and delivered cost.
The suite can organize demand and pricing by product, net weight, package configuration, customer, channel, geography, and period. Restaurant procurement can compare cost per pound with ease of handling and waste. Distributors can plan branch inventory and cube utilization. Processors can align packing-line capacity and materials. Finance can evaluate whether a smaller pack premium is offset by lower spoilage, safer handling, or better portion control.
Pack size should match customer operations, not merely the lowest unit cost. Large packs can create waste or labor burden in low-volume stores, while small packs increase materials and handling. MassGain does not prescribe packaging design. It provides an enterprise framework that links pack choices with menu volume, customer service, logistics, processing capacity, and total usable economics.
Use Case
A restaurant chain considers moving from thirty-pound to fifteen-pound frozen-fry cases. MassGain compares case cost, freezer space, employee handling, partial-case waste, delivery frequency, and store volume. Smaller cases improve economics in low-volume stores, while high-volume locations retain the larger format.
FAQs
What determines the right foodservice pack size?
Store volume, storage, labor, handling, waste, delivery frequency, product use, and cost all matter.
Why can a smaller case be economical?
Reduced waste, easier handling, better rotation, and lower partial-case exposure can offset higher packaging cost.
How does MassGain compare pack sizes?
It links net weight, price, store usage, waste, labor, storage, freight, and processor capacity.
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.