Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
Frozen Fries Benchmark Price
A frozen fries benchmark price gives processors an independent reference for finished-product pricing while preserving specification, pack, geography, delivery, and timing. MassGain provides the physical-potato market layer beneath that comparison so raw-material pressure can be separated from conversion, oil, energy, packaging, freight, and margin.
Market Data
How to read this market
A frozen fries benchmark price is an independent reference for evaluating finished-product pricing against relevant potato-market and conversion-cost conditions. The benchmark should preserve product specification, pack format, geography, delivery basis, and timing because finished fries are not a homogeneous commodity and raw potatoes represent only one component of delivered cost.
MassGain supplies the physical-potato market layer beneath that comparison. Processors can use it to test the agricultural portion of a cost bridge, while procurement teams can evaluate whether supplier pricing moves in a direction and timeframe consistent with observable raw-material conditions.
Data Module
Frozen fries benchmark context
Finished productcut, grade, coating, and pack format
Potato inputrelevant raw-material benchmark
Conversion layerprocessing, oil, energy, and labor
Packaging and freightdelivered-cost adjustments
Contract timingeffective date and coverage period
Decision usequote validation, planning, and negotiation
Analysis
Why this matters
Raw potato prices cannot fully explain frozen-fries pricing. Processing yield, oil, energy, labor, packaging, storage, freight, plant utilization, and commercial margin all influence the finished product, and contract coverage can delay transmission of any one input. That makes simple one-to-one comparisons misleading.
A frozen-fries benchmark is most useful when it creates a consistent reference while preserving those differences. MassGain can establish whether the potato component of a supplier's explanation is directionally plausible, then buyers or processors can account for the remaining cost layers. The key analytical output is the gap between observable market movement and finished pricing, because that gap is where specification, conversion, logistics, and commercial terms must be explained.
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?
For food processors, a frozen fries benchmark price provides an independent reference point for evaluating finished-product economics against the underlying potato market. MassGain helps procurement, finance, and commercial teams avoid treating a supplier quote or contract renewal as an isolated number. Its potato data suite organizes physical-market pricing, benchmark movements, uncertainty indicators, and spot-reference signals into a common market view that can support cost analysis across raw potatoes, processing inputs, and frozen output.
This is especially useful when a processor must explain why frozen-fries pricing is changing. A benchmark can help separate movements tied to agricultural supply and regional cash markets from changes driven by conversion cost, packaging, freight, energy, storage, or supplier margin. MassGain does not claim that raw-potato data alone determines a finished frozen-fries price. Instead, it provides a defensible market anchor that helps teams test whether a proposed adjustment is directionally consistent with observable potato-market conditions.
The benchmark is also valuable for internal planning. Procurement can compare supplier offers against the market trend, finance can update standard-cost assumptions, and sales teams can prepare customer conversations with a clearer cost narrative. Over time, the same reference can support variance analysis, renewal preparation, and more consistent escalation thresholds when quoted prices move faster than the physical market appears to justify.
Use Case
A frozen-food processor receives a supplier proposal for a double-digit increase on contracted fries. The sourcing team compares the timing and direction of the proposal with MassGain’s physical-price benchmark and uncertainty readings. Because the market signal shows only moderate raw-potato pressure, the team requests a component-level explanation for the remaining increase and uses the benchmark to focus negotiations on freight, energy, packaging, and conversion costs.
FAQs
What is a frozen fries benchmark price?
It is a consistent reference used to evaluate finished frozen-fries pricing against relevant market and cost conditions.
Can raw potato prices fully explain frozen fries prices?
No. Processing, energy, packaging, storage, freight, and margin also influence the finished price.
How can processors use the MassGain benchmark?
They can support supplier negotiations, standard-cost planning, variance analysis, and pricing discussions with customers.
Put this market intelligence to work
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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.