Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
Potato Raw Material Cost Model
A potato raw material cost model translates supplier price and physical quality into cost per usable or finished unit. MassGain combines freight, storage, solids, size, defects, shrink, expected recovery, utilities, waste, and coproduct credits so bids and sourcing options can be compared on process-specific economics.
Market Data
How to read this market
A potato raw-material-cost model converts purchase price and physical quality into cost per usable or finished unit. The market object is the raw lot or sourcing option with base price, freight, storage, quality premiums or deductions, solids, size, defects, shrink, expected recovery, utilities, waste, and coproduct credits.
Use the data to compare suppliers and regions on process-specific economics for fries, chips, flakes, starch, fresh pack, or other uses. Keep observed inputs separate from modeled assumptions and plant-specific conversion factors.
Data Module
Potato Raw Material Cost Model
Market objectquality-adjusted raw sourcing option
Primary measurecost per usable or finished unit
Key dimensionssupplier, plant, variety, crop year
Commercial usebid, margin, and sourcing analysis
Cost driversraw, freight, quality, recovery, waste
Compare withplant actuals and alternate supply
Analysis
Why this matters
The lowest raw-potato price can produce the highest finished cost when solids, size, defects, or storage condition reduce recovery. Conversely, a premium lot can improve throughput and saleable yield enough to lower unit economics.
Commercial interpretation should optimize the conversion chain rather than the invoice line. Model confidence depends on how well plant-specific recovery assumptions are validated against actual production.
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 building a potato raw material cost model that converts physical potato characteristics and commercial terms into cost per usable or finished unit. MassGain combines base price, freight, storage, quality premiums and deductions, solids, size, defects, expected recovery, shrink, line performance, utilities, waste, and coproduct credits.
Models can be tailored to fries, chips, flakes, starch, fresh pack, or another use while preserving plant, supplier, origin, variety, and crop-year differences. Procurement can compare bids on economic value, finance can forecast margin and variance, operations can identify the physical drivers of raw usage, and supplier teams can design performance-based terms.
The model supports scenarios and keeps observed, assumed, and modeled inputs distinct. MassGain does not replace engineering, accounting, or plant trials and does not claim one model fits every process. It provides a transparent calculation framework showing how each raw-potato attribute and cost component affects the final commercial outcome.
Use Case
A fry plant compares two raw offers. The cheaper lot has lower solids and shorter length. MassGain models raw tonnes, oil, yield, product mix, freight, and coproducts and shows the premium lot produces a lower cost per saleable case.
FAQs
What can a raw material cost model calculate?
It can calculate delivered cost, usable cost, finished-unit cost, margin, or maximum sustainable raw price.
Why include physical quality?
Solids, size, defects, condition, and recovery determine how much saleable output a raw tonne produces.
How are assumptions governed?
MassGain labels sources, dates, units, confidence, model versions, and later actual performance.
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.