Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
Frozen Fry Length Recovery
Frozen fry length recovery measures how much raw tuber length potential becomes finished strips within defined commercial classes. Use it to separate crop-limited geometry from process or handling loss and compare suppliers on usable premium output.
Market Data
How to read this market
Frozen-fry-length-recovery data measures how much raw tuber length potential becomes finished strips within defined commercial length classes. The market object is recovery by supplier, crop region, storage cohort, plant, line, and finished product, linked to tuber length, size, defects, trimming, cutting, and breakage.
Use the data to distinguish crop-limited length from processing loss, allocate long raw potatoes to premium products, and compare suppliers on usable long-strip output rather than total weight alone. Pair recovery with regional size profiles, raw prices, finished grade, and customer value.
Data Module
Frozen Fry Length Recovery
Market objectusable strip-length recovery
Primary measureshare meeting length classes
Key dimensionssupplier, crop, plant, product
Commercial usepremium-grade yield planning
Driverstuber length, trim, cut, breakage
Compare withraw size, weight yield, finished value
Analysis
Why this matters
Weight yield and length recovery can move in different directions. A plant may preserve total pounds while shifting more material into short pieces, reducing premium-grade output without an obvious headline yield loss.
Commercial interpretation should locate where length disappears. Weak tuber geometry at intake is a procurement and crop issue; loss after cutting or packaging points to process or handling.
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 frozen-fry processors, raw-material buyers, QSR procurement teams, quality managers, and finance users that need to benchmark frozen fry length recovery. Length recovery measures how much incoming potato potential is converted into finished strips that meet defined length classes. It is shaped by tuber length, variety, size distribution, defects, trimming, cutting, breakage, line handling, storage condition, and product specification.
MassGain helps users compare recovery by supplier, crop region, storage cohort, plant, line, and finished product. A lower-priced potato source may create fewer premium-length strips and more short product, reducing grade value even when total weight yield appears acceptable. MassGain connects raw-potato benchmarks, crop size and quality signals, intake measurements, cut distribution, breakage, finished yield, customer claims, and selling-price differences. Procurement can value suppliers on usable long-strip output, operations can identify where length is lost, and finance can model product-mix and margin effects. The result is a market-aware recovery benchmark that helps teams distinguish a crop limitation from supplier quality or internal handling and allocate scarce long potatoes to the products and customers that create the greatest value.
Use Case
A processor’s headline yield remains stable, but premium long-strip output falls. MassGain compares raw tuber length, supplier regions, trim, cutting, and breakage and shows the shortfall begins at intake rather than packaging. Procurement reallocates the strongest lots to premium products and revises the supplier quality benchmark.
FAQs
What is frozen fry length recovery?
It is the share of raw-potato length potential converted into finished strips meeting defined length categories.
Why can weight yield remain stable while length recovery falls?
More finished weight may shift into shorter pieces or lower-value grades.
How does MassGain value length?
It links raw size and region with cut distribution, breakage, finished grade, price, and customer requirements.
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.