Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
Potato Lifecycle Assessment
A potato lifecycle assessment estimates environmental impacts across defined stages from production through storage, processing, logistics, and end use. MassGain preserves boundaries, functional units, allocation, geography, and operating context so supplier or product comparisons reflect compatible methods and saleable output.
Market Data
How to read this market
A potato lifecycle assessment evaluates environmental impacts across a defined product system that can extend from seed and field inputs through harvest, storage, processing, packaging, transport, use, and end of life. The assessment must retain its system boundary, functional unit, allocation rules, geography, data vintage, and uncertainty.
Use LCA data by normalizing studies to compatible boundaries and output units before comparing suppliers or products. Connect lifecycle results with crop yield, storage loss, processing recovery, energy mix, freight, co-products, and physical-market economics so methodological differences are not mistaken for real environmental performance.
Data Module
Potato Lifecycle Assessment
ObjectLifecycle impacts for a defined potato product system
BoundaryFarm through stated downstream stages
Method fieldsFunctional unit, allocation, geography, vintage
Key driversYield, storage, recovery, energy, freight, co-products
Commercial useSupplier, product, and investment comparison
WatchpointDo not compare incompatible LCA boundaries
Analysis
Why this matters
LCA results matter only within their methodological frame. A farm-gate study and a finished-fry study can produce different rankings because processing, cold chain, and co-product allocation are treated differently.
The commercial interpretation should focus on normalized saleable output and practical interventions. Yield, recovery, energy, and freight can move both cost and environmental impact, making them especially useful bridges between sustainability and sourcing 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 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 processors, procurement leaders, growers, sustainability teams, investors, and market analysts that need to evaluate a potato lifecycle assessment. An LCA estimates environmental impacts across a defined product system, which may include seed, field inputs, irrigation, harvest, storage, processing, packaging, transport, retail, use, and end-of-life. MassGain helps users retain the system boundary, functional unit, allocation method, geography, data vintage, and uncertainty so results can be compared without stripping away the assumptions that created them.
Lifecycle results are especially sensitive to yield, storage loss, processing recovery, energy mix, co-product allocation, product format, and freight. A farm-gate assessment cannot be compared directly with a finished-fry assessment, and a low impact per acre may become less favorable per saleable kilogram when quality or recovery is poor. MassGain connects LCA outputs with physical-market benchmarks, crop conditions, plant performance, supplier data, trade routes, and product economics. Procurement can assess supplier claims, processors can identify the stages driving both cost and impact, and finance can evaluate investments and transition scenarios. MassGain does not conduct certified LCAs or validate environmental claims. It provides the market-intelligence layer needed to interpret lifecycle evidence in the context of actual supply, quality, operations, and commercial tradeoffs.
Use Case
A frozen-potato company compares lifecycle studies from two suppliers. One ends at the factory gate and assigns most co-product benefits to the primary product; the other includes outbound cold-chain transport and uses a different functional unit. MassGain normalizes the boundaries and operating data before procurement uses the results, preventing an apparently superior footprint from winning on incompatible assumptions.
FAQs
What should a potato lifecycle assessment define?
It should define the system boundary, functional unit, geography, allocation rules, data period, impact methods, and uncertainty.
Why can two LCAs reach different conclusions?
Yield, recovery, energy, freight, co-product allocation, crop conditions, and included lifecycle stages can differ materially.
How does MassGain make LCA data commercially useful?
It connects lifecycle results with suppliers, regions, prices, quality, recovery, plants, routes, and sourcing decisions.
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.