Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
Potato Chip Defect Rate
Potato chip defect rate measures finished faults such as discoloration, bruising, internal defects, breakage, or package failures. Segment by defect type and source, then compare matched suppliers and plants with regional crop quality, yield, rework, and claims.
Market Data
How to read this market
Potato-chip-defect-rate data measures finished-chip faults such as dark color, green tissue, bruising, rot, hollow heart, folds, blisters, foreign material, breakage, seasoning variance, or package failures. The market object is a defect profile by product, plant, supplier, crop region, storage cohort, and production period.
Use the data to separate raw-potato, storage, processing, and packaging causes and to quantify effects on yield, rework, downgrade, claims, and saleable value. Benchmark suppliers against peers facing similar crop conditions rather than comparing absolute rates without context.
Data Module
Potato Chip Defect Rate
Market objectfinished-chip defect profile
Primary measuredefect incidence by type
Key dimensionsplant, supplier, crop, product
Commercial usequality-adjusted supplier review
Cause layersraw, storage, process, packaging
Compare withyield, claims, regional crop quality
Analysis
Why this matters
Different chip defects carry different commercial signals. Dark color or internal defects may trace back to crop and storage, while breakage or package faults can emerge after frying.
Commercial interpretation should segment the rate before assigning cause. A supplier is meaningfully weak when defects exceed the crop-adjusted peer pattern, whereas a plant-specific issue should not be used to justify raw-material repricing.
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 potato-chip processors, procurement leaders, quality teams, plant controllers, and commercial managers that need to benchmark potato chip defect rate. Defects may include dark color, green tissue, bruising, rot, hollow heart, folds, blisters, foreign material, broken chips, seasoning inconsistency, or package-quality failures. MassGain helps users connect finished defects with raw-potato quality, regional crop conditions, storage, supplier performance, and processing stages.
Defect analysis should be segmented by type, supplier, region, storage cohort, plant, product, and period. A low-cost raw source may create more trimming, rejects, oil usage, rework, or downgraded output. MassGain compares defect rates with regional potato benchmarks, crop and storage signals, intake inspection, slice thickness, color, breakage, yield, claims, and selling value. Procurement can evaluate suppliers on usable product economics, operations can locate where defects enter the process, and finance can quantify the margin impact without attributing every variance to commodity price. The result is a quality-adjusted benchmark that shows whether defects reflect broad crop pressure, one supplier, one storage cohort, or a controllable process issue.
Use Case
A chip plant reports rising defect rates after a supplier change. MassGain compares intake defects, color, slice performance, oil uptake, regional crop conditions, and packaging results. The raw source explains most discoloration, while breakage is concentrated after packaging. Procurement and operations address each cause separately.
FAQs
What can be included in potato chip defect rate?
Raw defects, color failures, breakage, shape, texture, seasoning, foreign material, and package faults may be included.
Why separate defects by source?
Raw material, storage, processing, and packaging require different corrective actions.
How does MassGain benchmark chip defects?
It links defect types with suppliers, regional markets, storage, process stages, yield, claims, and finished value.
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.