Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
Potato Invoice Price Benchmarking
Potato invoice price benchmarking compares billed changes with the physical market exposure defined by each supplier plant, product, crop period, and contract window. MassGain lets restaurant procurement account for pass-through lag and separate raw-potato movement from conversion, freight, packaging, oil, and service before reviewing exceptions.
Market Data
How to read this market
Potato invoice price benchmarking compares billed potato-product changes with the external market exposure specified by the supplier’s region, product, crop period, and contract window. Each SKU or supplier plant should be mapped to the relevant benchmark rather than comparing every invoice with one national potato index.
MassGain supplies the external raw-potato market layer and helps separate it from processing, oil, packaging, storage, freight, distributor charges, and service. Procurement can also account for contract lag and investigate only invoice variances that materially exceed or deviate from the applicable benchmark.
Data Module
Invoice benchmarking context
Invoice mapSKU, supplier plant, region, and contract
Benchmarkrelevant potato market and crop period
Timingpass-through lag and effective date
Other costsconversion, freight, packaging, and service
Decision useinvoice audit, accrual, and supplier exception review
Analysis
Why this matters
Invoice movement can legitimately lag the current potato market when suppliers consume earlier contracted inventory, but that lag should work in both directions. A systematic variance analysis can reveal unsupported commodity increases, delayed decreases, or non-potato surcharges that need separate evidence. The value is targeted exception review rather than assuming every difference is an error.
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 10, 2026Latest MassGain publication
Potato prices quiet at $30/cwt as regional harvest damage buzzes beneath the surface
Market indicators are stable, but reporting from Europe and select growing areas shows real, localized crop stress — a reminder that steady headline prices can mask uneven physical risk.
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 is for QSR and restaurant procurement teams that need to test whether potato-product invoices are moving in line with the market exposure written into their contracts. Potato invoice price benchmarking maps each SKU and supplier plant to the relevant potato region, product channel, crop period, and adjustment window, then compares billed changes with MassGain benchmarks, historical relationships, and physical supply conditions. The result is more precise than comparing every invoice with one national potato index.
MassGain separates raw-potato movement from processing, oil, packaging, cold storage, freight, distributor charges, and service costs. It also helps account for contract lag: a supplier may still be consuming potatoes secured months earlier, so today’s spot market should not automatically determine today’s invoice. Procurement can examine whether a variance is supported, delayed, oversized, or unrelated to potato inputs.
This supports monthly invoice audits, accruals, supplier scorecards, budget-to-actual reviews, and recovery claims when benchmarks decline. Teams can set tolerance bands and investigate only exceptions, while retaining the source, methodology, and calculation trail behind each decision. MassGain does not reveal a supplier’s private costs or determine the correct payable amount. It provides an independent market baseline that helps buyers ask focused questions, validate commodity pass-through, and prevent temporary or mismatched market signals from becoming permanent invoice increases.
Use Case
A multi-brand QSR maps forty monthly fry and hash-brown invoices to each supplier plant, sourcing region, and contract reset date. One supplier bills a 7% commodity increase, but MassGain shows the applicable potato benchmark rose only 3% and should pass through one quarter later. Procurement discovers that most of the remaining change is a temporary freight surcharge, approves that component for the affected lanes, disputes the unsupported potato adjustment, and adds a monthly exception report so future invoice variances are reviewed before payment.
FAQs
What should a potato invoice be benchmarked against?
The reference should match the supplier’s sourcing region, product exposure, crop period, contract window, unit, and delivery basis.
Why can an invoice move differently from the current potato market?
Contracted inventory, processing schedules, freight, packaging, oil, and review lags can delay or change the pass-through.
Can MassGain verify a supplier’s full invoice cost?
No. It validates the external potato-market component; other supplier costs still require separate evidence.
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.