Marginal Unit
Marginal Unit develops MUSE, a near real-time generation and constraint analytics tool for the power market, serving energy companies and power generators. Now part of Enverus, MUSE delivers live monitoring and comprehensive generation output data through an enterprise SaaS subscription model.
- Company typePrivate
- Founded2016
- HeadquartersAustin, United States
- Headcount1,001–5,000
- GTM typeB2B
- OfferingSoftware
What Marginal Unit does
Marginal Unit develops and operates analytics solutions for the power market, with its core product being MUSE, a near real-time generation and constraint analysis tool for energy market monitoring. The platform provides live monitoring capabilities and delivers comprehensive generation output data designed to support operational and trading decisions for energy companies and power generators. MUSE is positioned within Enverus's Power & Renewables segment alongside adjacent offerings such as Generation Siting AI Software and broader trading and risk solutions.
Technically, MUSE functions as a real-time data and analytics layer that processes generation output and constraint data for power market participants. Customers access the platform through a login portal (Mosaic), with the product emphasizing speed of data delivery (performance and reliability) and the depth of generation output coverage as differentiating technical characteristics.
Commercially, Marginal Unit follows an enterprise B2B SaaS model, distributing MUSE through Enverus's direct enterprise sales motion, including a toll-free number (1-800-282-4245) and a 'Get Started' call-to-action for new accounts. Pricing is quote-based and not publicly disclosed, consistent with enterprise energy analytics norms. The company is headquartered in Austin, TX, and was founded in 2016. Marginal Unit was acquired by Enverus and now operates as a product line within the Enverus energy intelligence platform.
Marginal Unit firmographics
Firmographics- Name
- Marginal Unit
- Website
- https://marginalunit.com
- Company type
- Private
- Founded year
- 2016
- Operating status
- Acquired
- Headcount range
- 1,001–5,000 employees
- Short description
- Marginal Unit develops MUSE, a near real-time generation and constraint analytics tool for the power market, serving energy companies and power generators. Now part of Enverus, MUSE delivers live monitoring and comprehensive generation output data through an enterprise SaaS subscription model.
- Ownership category
- akta.pro rank
Marginal Unit industry classification
Industry- Product category
- Energy Analytics Software
- NAICS
- Electric Power Generation (22111)
- SIC
- Services-Engineering, Accounting, Research, Management (8700)
- akta.pro primary industry
- Energy & Utilities in Manufacturing (Energy Management/Smart Metering) (IMAIAMAK)
- akta.pro secondary industry
- SCADA/DMS/OMS Integration, Upgrades & Managed Services (EUAEANAE)
Keywords
Where Marginal Unit is headquartered
LocationHeadquarters
- HQ city
- Austin
- HQ country
- United States
- HQ region
- North America
Offices1 record
Markets served
Marginal Unit business model
Business model- GTM type
- B2B
- Offering type
- Software
Revenue model
- Energy Analytics Software: Marginal Unit operates as a near real-time generation and constraint analysis tool, now part of Enverus. The platform likely operates on a subscription SaaS model typical of enterprise energy analytics solutions, though specific revenue mechanics are not explicitly disclosed.
Go-to-market motion1 record
Distribution channels1 record
Marketing channels4 records
Marginal Unit product offering
Product offeringCore offering
Marginal Unit develops and operates MUSE, a near real-time generation and constraint analysis tool for the energy industry. The product delivers live monitoring of generation output data and unmatched generation output data for power market analytics. Following its acquisition by Enverus, the offering is now integrated into the broader Enverus Power & Renewables portfolio of energy intelligence solutions.
Product overview
Marginal Unit (now part of Enverus) offers MUSE, a near real-time generation and constraint analysis tool. MUSE provides live monitoring of generation output data and is positioned within Enverus's broader Power & Renewables portfolio.
Differentiator
Problem solved
Functional benefit
Products and services
- MUSE
Companies that use Marginal Unit
Customer profileSegments1 record
Marginal Unit technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
Feature2 records
Marginal Unit partnerships and signals
Strategic signalPartnerships
One partnership is on record.
- EnveruscoreMarginal Unit has been acquired and is now part of Enverus, a comprehensive energy intelligence platform serving 8,000+ companies. This acquisition integrates Marginal Unit's near real-time generation and constraint analysis capabilities into Enverus's broader energy analytics ecosystem.
Recent moves5 records
Expansion highlights3 records
Marginal Unit competitors and assessment
Company assessmentDirect peers
- Genscape (now part of S&P Global Commodity Insights): Genscape provides real-time power market fundamentals, generation monitoring, and grid constraint intelligence — directly comparable to MUSE's near real-time generation and constraint analytics for energy market participants.
- Hitachi Energy (formerly ABB Ventyx): Hitachi Energy's Ventyx suite offers enterprise software for power generation operations, energy market trading, and grid analytics — directly competing with MUSE for utilities and IPPs that need operational decision support.
- AVEVA (PI System): AVEVA's PI System delivers real-time operational data infrastructure and analytics for power generation and industrial assets, directly comparable to MUSE's near real-time generation monitoring and decision support.
Broad incumbents
- S&P Global Commodity Insights: S&P Global Commodity Insights (including Platts) is a leading provider of energy market intelligence, price assessments, and analytics across power and renewables, overlapping with MUSE's power market analytics use cases.
- Wood Mackenzie: Wood Mackenzie provides energy research, data, and analytics across power, renewables, and upstream, serving many of the same generator, utility, and investor buyers that MUSE targets.
- BloombergNEF: BloombergNEF provides energy market research, asset-level data, and analytics across power generation and renewables — overlapping with MUSE for financial and corporate energy decision-makers.
- Itron: Itron provides utility data management, smart metering, and grid analytics infrastructure — serving utilities with comparable energy data and operational analytics to MUSE's generation-monitoring focus.
Emerging players
- AutoGrid: AutoGrid offers AI-driven analytics for distributed energy resources and virtual power plants — an emerging alternative in energy analytics with partial overlap to MUSE's generation-monitoring scope.
- EnergyHub: EnergyHub provides DER management and analytics platforms for utilities, adjacent to MUSE's generation analytics with overlap in serving utility energy management needs.
- OATI: OATI provides energy management, trading, and grid optimization software including generation analytics — comparable to MUSE for power market participants and utilities requiring real-time operational intelligence.
Market position
Strengths4 records
Weaknesses4 records
Competitive moat4 records
Key risks5 records
Key highlights5 records
Customer concentration
Marginal Unit social profiles
Digital presenceMarginal Unit financial estimates
Financial estimateRevenue estimate
Valuation estimate
Marginal Unit leadership team
Management profileNumber of profiles
Marginal Unit funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Marginal Unit M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Marginal Unit
What does Marginal Unit do?
Marginal Unit develops and operates MUSE, a near real-time generation and constraint analysis tool for the energy industry. The product delivers live monitoring of generation output data and unmatched generation output data for power market analytics. Following its acquisition by Enverus, the offering is now integrated into the broader Enverus Power & Renewables portfolio of energy intelligence solutions.
When was Marginal Unit founded?
Marginal Unit was founded in 2016. It employs 1,001 to 5,000 people.
Where is Marginal Unit based?
Marginal Unit is headquartered in Austin, United States, in the North America region.
How does Marginal Unit make money?
One revenue line is on record: energy Analytics Software.
Who are Marginal Unit's main competitors?
Direct peers on record are Genscape (now part of S&P Global Commodity Insights), Hitachi Energy (formerly ABB Ventyx) and AVEVA (PI System). Broad incumbents are S&P Global Commodity Insights, Wood Mackenzie, BloombergNEF and Itron. Emerging players are AutoGrid, EnergyHub and OATI.
Does Marginal Unit have an API?
No public API is recorded for Marginal Unit.
What industry is Marginal Unit in?
Marginal Unit's product category is Energy Analytics Software. Its primary akta.pro industry code is IMAIAMAK, Energy & Utilities in Manufacturing (Energy Management/Smart Metering), with a secondary code of EUAEANAE, SCADA/DMS/OMS Integration, Upgrades & Managed Services. Its NAICS code is 22111 and its SIC code is 8700.