Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
Potato Distribution Cost Benchmark
The potato distribution cost benchmark view measures receiving, warehousing, refrigeration, handling, picking, shrink, delivery, administration, and service by branch, lane, product, and customer. Distributors can normalize distance, stop density, package mix, inventory turns, and service level before identifying true efficiency gaps.
Market Data
How to read this market
Potato distribution-cost-benchmark data measures the cost of receiving, storing, handling, picking, shrinking, and delivering potato products after purchase. The market object is distribution cost by branch, lane, product, package, customer type, volume, and service level.
Use the data to compare warehouses and routes after normalizing for refrigeration, distance, stop density, package mix, inventory turns, urgency, and seasonal volume. Separate supplier price from downstream distribution economics.
Data Module
Potato Distribution Cost Benchmark
Market objectdistribution cost by service profile
Primary measurecost per case, tonne, pallet, or stop
Key dimensionsbranch, lane, product, customer
Commercial uselanded-margin and efficiency analysis
Driversroute density, storage, shrink, service
Compare withmatched network peers and delivered margin
Analysis
Why this matters
A high distribution cost can be structurally justified by long routes, low stop density, cold storage, or small urgent drops. Comparing branches without service normalization can mislabel market design as inefficiency.
Commercial interpretation should first adjust for the network burden, then investigate residual handling, shrink, labor, or routing gaps.
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 potato distributors, wholesalers, foodservice suppliers, and procurement teams that need to benchmark distribution costs. Distribution cost covers the activities required to move and service potato products after purchase, including inbound freight, receiving, warehousing, refrigeration, handling, picking, shrink, outbound delivery, administration, and customer service. MassGain helps users compare those costs without losing the commodity and package context.
The suite can normalize distribution cost per case, hundredweight, tonne, pallet, stop, mile, or sales dollar by branch, lane, product, customer type, and service level. It connects internal cost data with regional potato prices, package mix, inventory turns, fuel, route density, and seasonal volume. Distributors can identify whether a high-cost branch reflects poor efficiency or a difficult market and service profile. Procurement can separate supplier price from downstream distribution. Finance can build more accurate landed and delivered margins.
A benchmark is meaningful only when service and network conditions are comparable. MassGain does not prescribe one universal cost or replace route and warehouse systems. It provides the market-aware normalization needed to compare branches, suppliers, and channels fairly and identify the cost drivers that deserve operational or commercial action.
Use Case
A wholesaler finds one branch’s distribution cost per case is 18% above network average. MassGain adjusts for longer routes, lower stop density, refrigerated storage, package mix, and seasonal volume. The remaining gap points to excess handling and shrink, giving operations a targeted improvement plan.
FAQs
What belongs in a potato distribution cost benchmark?
Freight, receiving, storage, refrigeration, handling, picking, shrink, delivery, administration, and service may belong.
Why compare service levels?
Small drops, urgent deliveries, cold storage, long routes, and customer requirements create legitimate cost differences.
How does MassGain normalize the benchmark?
It compares matched products, branches, lanes, volumes, packages, route density, inventory turns, and service conditions.
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.