Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
Potato Reported Transaction Sample Size
Potato reported transaction sample size measures the independent evidence supporting a benchmark after splits, duplicates, related trades, cancellations, and ineligible records are resolved. MassGain pairs count with volume, contributors, regions, specifications, and concentration so raw row totals do not overstate market depth.
Market Data
How to read this market
Potato reported-transaction-sample-size data counts eligible independent market observations supporting a price, volume, or activity indicator after duplicate, split, related, cancelled, or otherwise ineligible records are resolved. The market object is the effective sample with represented volume, value, contributors, regions, grades, and periods retained.
Use the data to set publication confidence and compare current evidence with historical coverage. Report concentration and effective sample size where weighting makes the raw transaction count misleading.
Data Module
Potato Reported Transaction Sample Size
Market objecteffective eligible sample
Primary measureindependent transaction count
Key dimensionscontributors, volume, regions, specs
Commercial usebenchmark confidence assessment
Quality controlsdeduplication and concentration
Compare withhistorical and target-market coverage
Analysis
Why this matters
A large raw count can contain little independent information when many records are partial invoices from one purchase program or repeated reports from related entities. Count alone therefore overstates confidence.
Commercial interpretation should pair sample size with volume, contributor breadth, and specification coverage. Thin evidence can still be useful, but it should not be presented with the certainty of a broad active market.
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 and market-intelligence teams evaluating potato reported transaction sample size behind a price, volume, or activity indicator. MassGain counts eligible transactions only after applying the stated market definition and removing duplicates, related-party transfers, cancellations, ineligible contract settlements, and repeated records of the same physical business.
It reports not only the number of observations but also represented volume, value, contributors, regions, grades, and delivery periods. Users can see whether a seemingly large sample is composed of many small trades from one buyer or genuinely broad activity across the target market. The suite supports effective sample-size measures when weighting and concentration reduce the information content of the raw count.
Analysts can set publication thresholds, qualify thin periods, and compare current coverage with historical norms; procurement can judge whether a benchmark is strong enough for commercial use. MassGain does not invent transactions or treat a minimum count as proof of representativeness. It provides a transparent sample framework showing the breadth, concentration, and commercial relevance of the evidence supporting a potato-market conclusion.
Use Case
A survey lists 30 weekly transactions, but MassGain finds 18 are partial invoices from the same purchase program. After consolidation, the effective sample is seven independent trades across four buyers. The publisher lowers the confidence label and avoids overstating market depth.
FAQs
What is transaction sample size?
It is the number of eligible, independent market observations supporting the defined indicator.
Why can the raw count overstate evidence?
Splits, duplicates, related trades, one contributor, or repeated records can inflate the apparent sample.
What should accompany sample size?
Volume, value, contributor count, concentration, regions, specifications, and delivery coverage should accompany it.
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.