Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
Potato Cost Model
A potato cost model converts physical-market inputs into delivered, quality-adjusted, usable potato or finished-product cost. MassGain anchors the raw-potato component to matched regional markets so procurement and finance can isolate freight, quality, conversion, and operating drivers.
Market Data
How to read this market
Potato Cost Model converts physical-market inputs into the cost that matters to the business: delivered, quality-adjusted, usable potatoes or finished potato products. The model starts with the relevant regional potato benchmark and can add freight, storage, quality adjustments, shrink, solids, processing recovery, packaging, energy, labor, and supplier economics where appropriate.
Use the model by plant, supplier, region, specification, and time period rather than as one blended category average. Keep external potato-market assumptions distinct from internal operating inputs so procurement and finance can see which component changed and test alternative sourcing or production scenarios.
Data Module
Potato Cost Model
Raw potatomatched regional benchmark
Deliveryfreight and storage
Qualitysolids, defects, and shrink
Conversionyield or processing recovery
Other inputspackaging, energy, labor
Decision usenormalized usable cost
Analysis
Why this matters
Invoice price and economic cost can diverge sharply. A lower raw-potato quote can become more expensive per finished unit if solids or recovery are weaker, while a higher local price can beat a distant source after freight. The model is useful when each driver is visible and challengeable rather than buried in a supplier total.
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 analysts, processor finance teams, distributors, and category leaders that need a transparent potato cost model. A useful model converts physical-market information into the cost that matters to the business: delivered, quality-adjusted, usable potatoes or finished potato products. MassGain supplies regional potato benchmarks, crop and storage conditions, contract timing, availability, and historical relationships that form the external market foundation of the model.
Users can layer in freight, storage, quality premiums or deductions, shrink, solids, processing recovery, packaging, labor, energy, service, and supplier margin depending on the product and decision. The model should be segmented by plant, supplier, region, specification, and time period rather than relying on one blended category average. That allows procurement to normalize bids, finance to explain variance, and operations to show how yield or quality changes the effective input cost. Scenario ranges make uncertainty visible and reveal which assumptions drive the result. MassGain does not claim access to every supplier’s private economics; it provides a disciplined outside-in market reference so the cost model is reproducible, challengeable, and commercially useful.
Use Case
A potato-flake manufacturer compares two raw-material programs. One offers a lower price per tonne but has weaker solids and longer freight. MassGain provides the matched regional benchmark and storage outlook, while the company adds recovery, drying energy, defects, and lane costs. The supposedly cheaper offer produces a higher cost per finished tonne, changing the sourcing award.
FAQs
What inputs belong in a potato cost model?
Potato price, freight, storage, quality, shrink, yield, processing, packaging, energy, labor, service, and margin may all apply.
Why should the model be plant-specific?
Plants may use different regions, contracts, varieties, specifications, freight lanes, and recovery assumptions.
How does MassGain strengthen the model?
It anchors the external potato component to matched regional markets and adds crop, storage, availability, 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.