Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
Potato Shape Classification Data
The potato shape classification data view organizes length, width, roundness, aspect ratio, curvature, and irregularity by lot, variety, and supplier. Processors and packers can connect shape classes with peeling, cutting, pack appearance, yield, and end-use value before allocating supply.
Market Data
How to read this market
Potato shape-classification data groups tubers by length, width, roundness, aspect ratio, curvature, symmetry, or irregularity under a defined taxonomy. The market object is the shape profile by lot, variety, supplier, origin, storage cohort, and intended product.
Use the data to route long tubers toward fries, rounder potatoes toward chips, and irregular lots toward uses where trimming loss is lower. Connect shape classes with peeling, cutting, pack appearance, process yield, price, and customer specification.
Data Module
Potato Shape Classification Data
Market objecttuber shape profile
Primary measureslength, width, roundness, aspect
Key dimensionslot, variety, supplier, product
Commercial useproduct allocation and sourcing
Value linkspeeling, cutting, pack appearance
Compare withyield, price, customer specification
Analysis
Why this matters
Shape can create value without changing total weight. A long uniform tuber may generate more premium fry strips, while a rounder tuber can be better suited to slicing.
Commercial interpretation should therefore be end-use specific. A shape premium is justified only where the buyer captures higher yield, lower trim, or stronger customer value.
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 processors, packers, quality teams, and procurement analysts that use potato shape classification data to improve product allocation and supplier evaluation. Shape characteristics such as length, width, roundness, aspect ratio, curvature, and irregularity can strongly affect fry length, chip slicing, peeling loss, pack appearance, and mechanical handling. MassGain connects shape classes with lot identity, variety, growing region, storage, price, and actual plant or packing outcomes.
The suite helps teams establish consistent definitions and compare automated or manual classifications across suppliers and seasons. Procurement can determine whether a cheaper lot is suitable for the intended product. Operations can route long potatoes to fries, round potatoes to chips, and irregular lots to uses where trimming loss is lower. Quality teams can monitor whether classification thresholds remain stable. Finance can quantify how shape changes cost per saleable case or premium pack.
MassGain does not prescribe one universal shape taxonomy. It provides the governance and market context needed to define classes for the user’s own products, validate them against output, and incorporate shape into quality-adjusted pricing and sourcing decisions.
Use Case
A processor buys two lots at the same per-ton price. MassGain shows the first contains more long, uniform tubers and yields substantially more premium fries, while the second is rounder and better suited to specialty cuts. The plant routes each lot separately and improves overall recovery.
FAQs
Which potato shape features can be classified?
Length, width, roundness, aspect ratio, curvature, symmetry, and irregularity are common features.
Why does shape affect commercial value?
Shape influences peeling, cutting, pack appearance, line handling, and finished-product yield.
How does MassGain use shape data?
It connects shape classes with suppliers, varieties, prices, process recovery, products, and customer specifications.
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.