Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
Potato Digital Quality Score
The potato digital quality score view combines defined attributes such as solids, size, defects, bruising, color, storage condition, or recovery with explicit weights and thresholds. Procurement and operations can rank lots while keeping the underlying components visible and validating the score against real plant outcomes.
Market Data
How to read this market
Potato digital-quality-score data combines multiple measured attributes into a transparent composite for a defined end use, such as size, solids, defects, bruising, dirt, color, storage condition, service, or process recovery. The market object is the scored lot with component values, weights, thresholds, data sources, model version, supplier, and plant.
Use the data to rank lots and suppliers, route potatoes by product suitability, and compare score changes with yield, waste, claims, and cost per saleable unit. Keep the component detail visible so the composite can be audited and recalibrated.
Data Module
Potato Digital Quality Score
Market objectcomposite lot-quality score
Primary measuresweighted quality components
Key dimensionslot, supplier, plant, product
Commercial useranking and allocation
Governanceweights, thresholds, model version
Compare withyield, claims, waste, economic value
Analysis
Why this matters
A composite score is useful only when its weights reflect the economic needs of the product. High solids may matter greatly for flakes, while size or appearance may dominate a fresh pack.
Commercial interpretation should therefore remain application-specific and transparent. A stable total score can hide offsetting changes in components that have very different commercial consequences.
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 procurement, quality, operations, and finance teams that need a single digital quality score for comparing potato lots. A useful score combines several measured attributes—such as size, solids, defects, bruising, dirt, color, storage condition, and process recovery—without hiding the underlying detail. MassGain helps users design a score that reflects the actual economic value of potatoes for a specific product and plant.
The suite records component definitions, weights, thresholds, source systems, and model versions and links each score with supplier, origin, variety, crop period, contract, and finished outcome. Procurement can rank lots and suppliers consistently. Operations can route material by expected suitability. Quality teams can inspect which component drove a low result. Finance can compare score changes with yield, waste, claims, and cost per saleable unit.
MassGain does not prescribe one universal score. A fry plant, chip line, fresh packer, and flake plant require different weights. It provides the transparent governance needed to avoid opaque composite ratings, validate the score against real outcomes, and update the model when product mix, technology, or market value changes.
Use Case
A processor’s existing quality score rewards high solids but ignores bruise loss. MassGain compares scores with finished recovery and shows several highly rated lots underperform because of internal bruising. The company adds a bruise component and improves supplier allocation.
FAQs
What should a digital potato quality score include?
It should include measurable attributes that drive suitability, yield, quality, service, and economic value for the intended use.
Why must the score remain transparent?
Users need to see which components and weights produced the result and whether the model is still valid.
How does MassGain validate the score?
It compares component scores with processing recovery, pack-out, claims, waste, price, and finished-product value.
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.