Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
Potato Lot Level Price Optimization
The potato lot level price optimization view evaluates individual inventory using benchmark price, quality, age, freight, shelf life, process fit, demand, and expected yield. Procurement and operations can compare feasible uses under real contract and capacity constraints instead of assigning one average value to every lot.
Market Data
How to read this market
Potato lot-level-price-optimization data evaluates individual lots using regional benchmark, variety, size, solids, defects, storage age, origin, freight, remaining life, process suitability, customer demand, and expected yield. The market object is the lot's best economic use and value under defined operational and contractual constraints.
Use the data to compare purchase, hold, transfer, process, discount, redirect, or customer-allocation scenarios. Calculate delivered usable cost or contribution by destination rather than assigning one average inventory value to all potatoes.
Data Module
Potato Lot-Level Price Optimization
Market objectlot-specific economic value
Primary measurevalue by feasible use
Key dimensionsquality, age, origin, destination
Commercial usepurchase and allocation optimization
Constraintscontracts, capacity, customer rules
Compare withbenchmark, yield, freight, replacement
Analysis
Why this matters
Lots with the same variety and headline market price can have different economic values because shelf life, yield, freight, and customer suitability differ. Average inventory pricing hides those choices.
Commercial interpretation should optimize within real constraints, not simply maximize unit selling price. An earlier discount can be superior to holding a deteriorating lot for a nominally higher 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 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 procurement, processors, distributors, and revenue or margin teams that need to optimize potato pricing at the individual lot level. Lots can differ materially in variety, size, solids, defects, storage age, origin, freight, process suitability, and remaining shelf life. MassGain combines those differences with regional market benchmarks and current demand to determine the economically appropriate use and value of each lot.
The suite can calculate delivered usable cost, expected yield, pack-out, downgrade risk, and product-specific contribution by lot. Procurement can compare offers on true conversion value. Operations can route inventory to the plant or product where it performs best. Distributors can price aging or scarce specifications according to demand. Finance can quantify the tradeoff between holding, discounting, processing, or replacing inventory.
Optimization is constrained by contracts, customer commitments, capacity, quality rules, and uncertainty. MassGain does not guarantee a maximum realized price or replace human approval. It provides a transparent scenario framework that helps teams move beyond one average inventory value and make defensible decisions about purchase, allocation, release, and sale of specific potato lots.
Use Case
A distributor holds three lots of the same variety. MassGain shows the oldest lot should be discounted immediately, the highest-quality lot reserved for premium customers, and the third transferred to a branch with stronger demand. The combined decision improves recovery without changing the headline market price.
FAQs
What makes lot-level potato pricing different?
Each lot can have distinct quality, age, origin, freight, yield, customer suitability, and replacement value.
What decisions can be optimized?
Purchase, allocation, routing, holding, discounting, processing, transfer, and customer assignment can be compared.
How does MassGain keep optimization transparent?
It exposes benchmarks, assumptions, quality data, constraints, scenarios, and expected commercial outcomes.
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.