Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
Potato Yield Gap Analysis
Potato yield gap analysis measures the difference between realized usable production and an attainable benchmark under comparable conditions. Growers and processors can separate losses from water, seed, disease, harvest, quality, or storage and prioritize changes that improve economic output rather than theoretical maximum tonnage.
Market Data
How to read this market
Potato yield-gap analysis compares realized marketable production with an attainable benchmark under similar climate, soil, irrigation, variety, and management conditions. The market object is the difference between observed and realistically achievable usable yield for a field, grower, or region.
Use the data to separate losses associated with water, seed, planting, disease, soil, harvest, quality rejection, or storage and to identify improvements with economic value. Benchmark against comparable production systems rather than theoretical biological maxima.
Data Module
Potato Yield Gap Analysis
Market objectattainable versus realized yield
Primary measuremarketable yield gap
Key dimensionsregion, variety, production system
Driversfield, harvest, quality, storage
Commercial useimprovement prioritization
Compare withcost per marketable tonne
Analysis
Why this matters
A yield gap does not automatically justify more inputs. Higher gross tonnage can be uneconomic if it raises cost, worsens quality, or simply shifts losses downstream into storage and grading.
The commercial interpretation should locate where value is lost. If most of the gap comes from reject and storage deterioration rather than field production, agronomic intensification would address the wrong market object.
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 growers, producer organizations, processors, advisers, and lenders that need to understand the gap between potential and realized potato yield. Yield gap analysis compares observed marketable production with a suitable benchmark such as attainable yield under similar climate, soil, irrigation, variety, and management conditions. MassGain helps users avoid comparing farms or regions against unrealistic theoretical maxima.
The analysis separates structural and seasonal causes. Water limitations, seed quality, planting timing, nutrient management, disease, soil constraints, harvest loss, and quality rejection can each reduce realized output. MassGain combines field and regional data with historical yield, weather, remote sensing, marketable quality, and input economics. Growers can identify the most valuable improvement opportunities, processors can understand why contracted acres produce different usable tonnes, and lenders can distinguish temporary crop shocks from persistent operating weaknesses.
A yield gap is not automatically a recommendation to maximize tonnage. Additional inputs may not be economical, and higher gross yield may reduce quality or storage performance. MassGain connects the agronomic gap with crop value, contract specifications, and cost per marketable tonne. The result is a commercially grounded benchmark that helps users prioritize changes likely to improve both production and financial outcomes.
Use Case
A grower’s yield trails comparable irrigated farms by 12%. MassGain separates weather, planting date, stand, water, disease, and harvest loss and finds that most of the gap comes from recurring storage and quality rejection rather than field tonnage. The improvement plan shifts toward curing and storage controls instead of more field inputs.
FAQs
What is a potato yield gap?
It is the difference between observed yield and an attainable benchmark under comparable conditions.
Should growers always maximize biological yield?
No. Quality, input cost, marketability, storage, and contract value determine the best economic outcome.
How does MassGain make comparisons fair?
It aligns region, climate, soil, irrigation, variety, crop use, quality, and historical context.
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.