Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
Potato Machinery Cost Per Acre
Potato machinery cost per acre allocates ownership and operating costs for planting, crop care, harvest, transport, and handling equipment to potato acres. Users can compare owned, leased, shared, and custom-hire strategies while linking cost with utilization and reliability.
Market Data
How to read this market
Potato machinery-cost-per-acre data allocates ownership and operating costs for tractors, planters, sprayers, irrigation equipment, harvesters, trucks, and handling systems to potato acreage. The market object is machinery cost by farm, machine class, crop year, utilization, and ownership model.
Use the data to compare owned, leased, shared, and custom-hire strategies. Separate depreciation, interest, fuel, repairs, maintenance, labor, and utilization so a low headline cost is not mistaken for efficiency when maintenance or replacement is deferred.
Data Module
Potato Machinery Cost per Acre
Market objectmachinery cost allocated to potato acres
Primary measuremachinery cost per acre
Key dimensionsfarm, machine class, year, utilization
Commercial useequipment-cost benchmarking
Cost contextdepreciation, fuel, repairs, labor
Compare withharvest loss and throughput
Analysis
Why this matters
Machinery cost per acre falls as fixed ownership cost is spread over more acres, but over-utilization can raise timing and harvest risk. A low number can also reflect aging equipment or deferred maintenance.
Commercial interpretation should connect cost with harvest performance and reliability rather than optimize the metric in isolation.
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 procurement and market-intelligence teams that need to benchmark potato machinery cost per acre. Machinery cost includes the ownership and operating expense of tractors, planters, cultivators, sprayers, irrigation equipment, harvesters, trucks, and handling systems allocated to potato acreage. MassGain helps users separate equipment economics from seed, fertilizer, land, and other crop costs.
The suite can organize depreciation, lease payments, interest, repairs, maintenance, fuel, lubrication, labor, custom-hire charges, utilization, and acres covered by machine and year. Users can compare owned, leased, shared, and contracted equipment strategies and connect costs with field conditions, harvest windows, yield, and quality. Procurement can understand supplier cost claims. Growers can identify underutilized assets. Lenders can test replacement and debt scenarios. Analysts can compare farms only after adjusting for scale and machinery age.
A low cost per acre may reflect deferred maintenance, while a high number may include new capacity or difficult harvest conditions. MassGain does not value equipment or prescribe capital purchases. It provides the normalized evidence needed to explain machinery-cost differences, test utilization assumptions, and understand how equipment strategy affects potato supply reliability and production economics.
Use Case
A grower’s machinery cost per acre rises sharply after purchasing a new harvester. MassGain separates depreciation and interest from lower repair costs, faster harvest, and reduced field loss. The equipment remains expensive on current acreage but becomes economical if contracted volume expands as planned.
FAQs
What is included in machinery cost per acre?
Depreciation, interest, leases, repairs, fuel, maintenance, labor, and custom operations may be included.
Why does utilization matter?
Fixed ownership costs are spread across more or fewer acres depending on how fully equipment is used.
How does MassGain normalize farms?
It compares machinery age, ownership model, acreage, field conditions, timing, repairs, labor, and harvest outcomes.
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.