Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
Potato Remaining Shelf Life Prediction
The potato remaining shelf life prediction view estimates a probability-based time to defined quality thresholds using variety, storage history, sprouts, disease, damage, and other observations. Distributors and processors can match each cohort with demand timing and customer tolerance before deciding to hold, move, discount, or replace it.
Market Data
How to read this market
Potato remaining-shelf-life-prediction data estimates the time a lot is likely to remain within defined quality and performance limits under expected storage, handling, and distribution conditions. The market object is a probabilistic usable-life range by variety, harvest date, cohort, facility, packaging, route, and intended customer or process.
Use the data to prioritize release, select routes and customers, avoid overbuying short-life inventory, and compare hold, discount, redirect, or replacement options. Update predictions with inspections, temperature, humidity, sprouting, disease, weight loss, sugars, bruising, and realized outcomes.
Data Module
Potato Remaining Shelf Life Prediction
Market objectforecast usable-life range
Primary measuretime to quality threshold
Key dimensionslot, variety, storage, destination
Commercial userelease and inventory planning
Driversclimate, sprouts, disease, damage
Compare withdemand, replacement, downgrade value
Analysis
Why this matters
Remaining shelf life is destination-specific rather than a single expiration date. A lot may lose premium retail suitability while still retaining processing value.
Commercial interpretation should combine probability of deterioration with demand timing and replacement economics. The best release order is the one that preserves the most future option value, not necessarily simple first-in-first-out.
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.
October 26, 2026Latest MassGain publication
Flat headline prices mask a regional squeeze on carton russets
MassGain’s physical indicators are unchanged, but USDA shipping‑point reports and terminal quotes show premiums for 40–70s russets. UCUI remains NORMAL even as European yields and UK storage quality draw attention.
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 storage operators, distributors, processors, and procurement teams that need to predict the remaining usable life of potato inventory. Remaining shelf life estimates how long a lot is likely to stay within defined quality and performance limits under expected storage, handling, and distribution conditions. MassGain combines lot history with market demand so the prediction supports commercial action.
Potential inputs include variety, harvest date, maturity, storage temperature, humidity, sprouting, disease, weight loss, sugar development, bruising, packaging, transport, and inspection history. MassGain organizes these factors by cohort and compares predictions with actual downgrade, rejection, processing yield, and customer claims. Storage teams can prioritize release. Distributors can match lots to routes and customers. Procurement can avoid buying inventory whose usable window does not fit demand. Finance can estimate markdown and waste exposure.
A shelf-life model is probabilistic and product-specific. MassGain does not guarantee condition or replace physical inspection. It provides the monitoring, validation, and market framework needed to update predictions as conditions change and to decide whether inventory should be held, moved, processed, discounted, or replaced.
Use Case
A distributor has two comparable russet lots but limited weekly demand. MassGain predicts one cohort has only three weeks of premium-pack life because of sprouting and weight loss, while the other remains stable. The company releases the vulnerable lot first and avoids a later downgrade.
FAQs
What affects remaining potato shelf life?
Variety, maturity, storage climate, disease, sprouting, bruising, weight loss, sugars, packaging, and handling all matter.
Is shelf-life prediction a guarantee?
No. It is a probability-based estimate that should be updated with inspections and actual condition data.
How does MassGain support inventory action?
It combines predicted condition with demand, customer requirements, replacement cost, routing, and downgrade risk.
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.