Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
Potato Benchmark Submission Quality
Potato benchmark submission quality measures whether contributed trades, bids, offers, and assessments are complete, timely, correctly defined, and supported. MassGain validates product, unit, geography, quality, terms, volume, and documentation while keeping evidence quality separate from whether the reported price is unusual.
Market Data
How to read this market
Potato benchmark-submission-quality data evaluates whether contributed market observations are complete, timely, correctly defined, internally consistent, and supported by appropriate evidence. The market object is the submitted trade, bid, offer, or assessment together with product, unit, geography, quality, commercial basis, volume, date, and documentation.
Use the data to validate required fields, normalize terms, detect duplicates, flag impossible values, and reconcile submissions with transaction or shipment evidence where permitted. Keep data-quality review separate from whether the price itself is high or low.
Data Module
Potato Benchmark Submission Quality
Market objectvalidated market submission
Primary measurescompleteness, consistency, timeliness
Key dimensionsproduct, unit, basis, contributor
Commercial usebenchmark intake control
Validationduplicates, documents, normalization
Compare withsource record and methodology scope
Analysis
Why this matters
An unusual price can be high-quality evidence when the transaction is genuine and within scope, while a familiar-looking number can be poor evidence if its basis is missing or duplicated. Price conformity is not a quality test.
Commercial interpretation should grade the evidence chain and preserve corrections. Repeated submission problems by one source may warrant tighter review even when individual observations remain usable after repair.
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, benchmark, and market-intelligence teams that need to evaluate the quality of potato benchmark submissions before they enter an assessment. Submission quality covers completeness, accuracy, timeliness, product definition, unit, commercial basis, supporting documents, and consistency with the contributor’s own transaction records.
MassGain can validate required fields, normalize units and currencies, detect duplicates, flag impossible or unusual values, and reconcile submissions with invoices, contracts, shipment records, or settlement evidence where permission allows. Procurement can understand how much confidence belongs in a reference used for contracts. Administrators can score recurring data-quality issues by field and contributor, provide feedback, and distinguish correctable formatting problems from substantive market-evidence concerns. Analysts can preserve late corrections and revision history.
A submission should not be rejected merely because its price is unusual. MassGain separates price-level review from evidence-quality review and records every validation outcome. It does not verify legal truth or certify transactions. It provides a governed intake workflow that improves benchmark consistency, reduces manual error, and makes clear which observations are complete, qualified, corrected, provisional, or excluded.
Use Case
A contributor submits a large delivered transaction without freight, quality, or invoice-date fields. MassGain flags the missing basis and identifies a duplicate report from another desk. After documentation arrives, the valid transaction is retained once and normalized correctly.
FAQs
What makes a benchmark submission high quality?
It is timely, complete, correctly defined, internally consistent, and supported by appropriate evidence.
Should unusual prices fail validation?
No. Unusual values require review, but quality depends on evidence and scope rather than conformity.
How does MassGain improve submissions?
It validates fields, standardizes terms, checks duplicates, preserves corrections, and tracks recurring issues.
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.