Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
Potato Procurement Performance Dashboard
A potato procurement performance dashboard measures category results against both internal targets and the market environment in which they were achieved. MassGain adds independent benchmark and regional context so restaurant teams can distinguish true sourcing value from a falling market, and low purchase cost from service failures or excess risk.
Market Data
How to read this market
A potato procurement performance dashboard measures category results against both internal targets and the market environment in which those results were achieved. Useful measures include benchmark variance, realized savings, service level, contract coverage, forecast accuracy, supplier performance, emergency cost, and concentration exposure.
MassGain adds the external potato-market context needed to interpret those measures. A buyer can distinguish savings created by commercial execution from savings that simply reflect a falling market, or identify when a low purchase price was offset by shortages, premium freight, or excessive risk. The dashboard supports balanced review rather than one-dimensional cost scoring.
Data Module
Procurement performance context
Benchmark variancepurchase outcome versus market movement
Savingsrealized and market-adjusted value
Servicefill rate, shortage, and emergency freight
Forecast accuracyplan versus actual market and cost
Supplier performancecommercial and operational execution
Risk balanceconcentration, coverage, and contingency cost
Analysis
Why this matters
Procurement performance cannot be judged from price alone. A team may come in under budget because the market softened, not because sourcing created exceptional value. Conversely, a buyer may pay a premium yet protect service through a genuine disruption and deliver a better economic outcome than the cheapest alternative.
Market-adjusted performance makes those distinctions visible. MassGain provides the external reference for understanding what conditions procurement faced, while internal service and spend data show the result. The strongest dashboard therefore balances cost, resilience, forecast quality, and execution. It should help teams learn which choices created value under the actual market, not merely reward whichever metric happened to improve.
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 leaders who need to measure whether the potato category is delivering against its commercial and operational objectives. A potato procurement performance dashboard brings together supplier pricing, benchmark variance, contract coverage, service levels, forecast accuracy, savings realization, and exposure indicators in one review layer. MassGain adds the external market context that internal procurement systems usually lack, allowing the team to judge performance relative to market conditions rather than against budget alone.
That distinction is important. A category manager may appear to miss a savings target because the market tightened sharply, while another may report savings that simply reflect a falling benchmark. MassGain helps normalize those outcomes by comparing purchase or quoted prices with relevant potato-market movement, regional conditions, and contract timing. The dashboard can therefore show whether procurement captured value, protected supply, improved terms, or avoided unnecessary cost given the environment it actually faced.
The dashboard supports monthly operating reviews, supplier business reviews, budget updates, and executive reporting. Procurement can track where performance is improving, which supplier relationships need attention, and whether service protection is being achieved at a reasonable premium. Finance gains a more credible explanation of variance, while leadership sees both results and context. The goal is not to reduce performance to one score. It is to create a balanced view of cost, resilience, execution, and market-adjusted value.
Use Case
A 700-unit QSR finishes the quarter under budget on frozen fries, but service failures increased and emergency freight rose. The procurement dashboard combines internal spend and fill-rate data with MassGain benchmark movement and regional risk. The review shows that nominal savings came from delaying purchases in a soft market, but the strategy created avoidable service costs. The team revises its supplier scorecard to include market-adjusted savings, fill rate, and contingency expense.
FAQs
What should a potato procurement performance dashboard track?
Common measures include benchmark variance, realized savings, service levels, contract coverage, forecast accuracy, supplier performance, and risk exposure.
Why compare procurement results with a market benchmark?
Market context helps distinguish true sourcing performance from gains or losses caused mainly by broader price movement.
Can strong cost performance still hide operational weakness?
Yes. Low purchase cost may be offset by shortages, premium freight, poor fill rates, or excessive concentration risk.
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.