cQuant.io
cQuant.io is a cloud-native SaaS platform providing Monte Carlo simulation-based energy analytics for portfolio optimization, asset valuation, and risk management, serving utilities, commodity traders, and renewable energy companies.
- Company typePrivate
- Founded2016
- HeadquartersLouisville, United States
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What cQuant.io does
cQuant.io is a cloud-native EnergyTech SaaS company that provides Monte Carlo simulation-based analytics for energy, commodity, and financial markets. Founded in 2016 and headquartered in Louisville, Colorado, the company's platform generates stochastic price simulations down to the sub-hourly level, capturing historical trends in uncertainty and cross-commodity correlations. Its product suite spans five core solutions — Market Simulation, Renewables & Storage (including the ReAssure framework for PPA valuation), Portfolio & Risk Management (VaR, CFaR/GMaR, NPaR, MtM), Asset Valuation & Management, and Trade Analysis — which can be deployed individually or combined into customizable Analytic Chains. Customers include utilities, community choice aggregations, retail energy providers, merchant asset owners, commodity traders, and cryptocurrency miners, with named accounts such as SFPUC, Talen Energy, Evolution Markets, and bitcoin mining operators.
The company monetizes through an enterprise SaaS subscription (quote-based, annual billing) complemented by Analytic Consulting Services that provide on-demand access to PhD quants and model developers, and a Portfolio Management as a Service (PMaaS) offering launched in November 2023. Distribution is primarily through direct enterprise field sales supported by channel partners (notably Evolution Markets), with integrations into the broader energy technology ecosystem including Yes Energy (market data), Molecule (ETRM), Hartigen (BI), Inatech (Techoil), Fluence (storage), and Microsoft Azure (cloud infrastructure). The company also expanded into UK and European markets in September 2023 and was recognized as a Chartis Energy50 winner in 2023. In April 2025, cQuant.io was acquired by Zema Global, combining cQuant's analytic infrastructure with Zema's data infrastructure into a unified data-to-portfolio-optimization offering for the energy, commodity, and financial sectors.
cQuant.io firmographics
Firmographics- Name
- cQuant.io
- Legal name
- cQuant.IO, Inc.
- Website
- https://cquant.io
- Company type
- Private
- Founded year
- 2016
- Operating status
- Acquired
- Headcount range
- 11–50 employees
- Short description
- cQuant.io is a cloud-native SaaS platform providing Monte Carlo simulation-based energy analytics for portfolio optimization, asset valuation, and risk management, serving utilities, commodity traders, and renewable energy companies.
- Ownership category
- akta.pro rank
cQuant.io industry classification
Industry- Product category
- Energy Analytics Software
- NAICS
- Custom Computer Programming Services (541511), Computer Systems Design and Related Services (54151)
- SIC
- Services-Prepackaged Software (7372), Services-Computer Programming, Data Processing, Etc. (7370)
- akta.pro primary industry
- Enterprise Performance Management (EPM) & FP&A Platforms (HDAEAEAK)
Keywords
Where cQuant.io is headquartered
LocationHeadquarters
- HQ city
- Louisville
- HQ country
- United States
- HQ region
- North America
Offices1 record
Markets served
cQuant.io business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Infrastructure, Marketing or Sales, Operations
Revenue model
- SaaS Platform Subscription: Cloud-based software-as-a-service platform subscription model providing access to energy analytics models and tools. Pricing is enterprise/quote-based with no public pricing listed.
- Analytic Consulting Services: Professional consulting services utilizing PhD quant team for analytical needs including market price simulation, risk assessment, structured transaction valuation, thermal/renewable PPA valuation, hedge optimization, and bespoke model development.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Annual | Enterprise SaaS platform - pricing not publicly disclosed |
Go-to-market motion2 records
Distribution channels2 records
Marketing channels5 records
cQuant.io product offering
Product offeringCore offering
cQuant.io provides a cloud-native SaaS energy analytics platform that runs correlated Monte Carlo price simulations to forecast forward and spot market prices, retail and wholesale demand, and intermittent renewable generation down to the sub-hourly level. The platform delivers portfolio risk management, renewable and storage project valuation, thermal asset valuation, and trade analysis for utilities, community choice aggregations, retail energy providers, commodity traders, and merchant asset owners. Optional Analytic Consulting Services provide on-demand access to a team of PhD quants for bespoke modeling and analysis.
Product overview
cQuant.io is a cloud-native SaaS energy analytics platform that provides a unified suite of simulation-based analytics for energy, commodity, and financial markets. The platform operates as a modular architecture centered on the core Market Simulation Suite, which generates Monte Carlo price simulations that feed into multiple specialized solutions including Renewables & Storage (using the ReAssure framework), Portfolio & Risk Management, Asset Valuation & Management, and Trade Analysis. These solutions can be used individually or combined through Analytic Chains to create multi-faceted analytical workflows. The platform is complemented by optional Analytic Consulting Services providing on-demand access to the company's PhD quant team. Following its acquisition by Zema Global in April 2025, the platform is being integrated with Zema's data infrastructure to offer a unified solution from data acquisition through to portfolio and risk optimization.
Differentiator
Problem solved
Functional benefit
Brands
- ReAssure: Renewable project valuation framework that incorporates location-specific resource availability and electricity prices at the hourly level to generate statistically robust views of future production value.
- PMaaS
Products and services
- Market Simulation Suite Cloud-native Monte Carlo simulation solution that generates correlated forecasts of forward and spot energy prices, retail and wholesale demand, and intermittent renewable generation down to the sub-hourly level for utilities, traders, and asset owners.
- Renewables & Storage Evaluates existing or proposed renewable projects and PPAs, reporting fair market value, cash flow timing, value of storage, and project or contract risk using the proprietary ReAssure framework.
- Portfolio & Risk Management Calculates net position and position-at-risk (NPaR) for cash flow/gross margin, energy, and renewable attributes across portfolios of physical and financial energy assets, with VaR, CFaR/GMaR, and MtM reporting.
- Asset Valuation & Management Values thermal, renewable, and storage assets, designs and tests customized hedging or operational strategies, and values complex structured transactions using bottom-up hourly simulations that account for start costs, minimum up/down time, and partial load efficiency.
- Trade Analysis Evaluates and assesses portfolio-wide impacts for trades ranging from standard swaps and options to bespoke HRCOs, RPOs, PPAs, and other structured transactions, including deal valuation and hedge effectiveness assessment.
- Analytic Consulting Services On-demand access to cQuant's team of PhD quants and model developers for portfolio and risk management, structured transaction valuation, thermal and renewable PPA valuation, hedge effectiveness and optimization, bespoke model development, and retail energy modeling.
- ReAssure Renewable Valuation Framework Proprietary renewable analytics framework that incorporates location-specific resource availability and electricity prices at the hourly level to generate statistically robust views of future production value for renewable projects and PPAs using Monte Carlo simulations of generation and prices.
- Bitcoin Mining Energy Modeling Solution Energy analytics offering that enables bitcoin miners and high-performance computing operators to optimize operations and maximize profits by managing energy portfolios, understanding short and long-term energy costs, and optimizing mining during scarcity events when energy prices spike to extreme levels.
Quantifiable outcome
- Proven results in weeks, not years
- +2 more outcomes
Companies that use cQuant.io
Customer profileNamed customers4 records
Segments6 records
Ideal customer profiles5 records
cQuant.io technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
Integration3 records
AI capability3 records
Feature6 records
cQuant.io partnerships and signals
Strategic signalPartnerships
Nine partnerships are on record, tiered flagship, core and secondary.
- Zema GlobalflagshipcQuant.io was acquired by Zema Global in April 2025. The combination creates a powerful new proposition for energy, commodity, and financial markets by merging Zema Global's market-leading data infrastructure with cQuant's analytic infrastructure, offering clients a unified solution from data acquisition through to portfolio and risk optimization.
- Yes EnergycoreMulti-faceted partnership enabling cQuant customers to use Yes Energy's analysis-ready market price data directly through cQuant platform, automatically at model runtime. This eliminates the burden of data preparation and ensures high-quality market data inputs for analytics.
- WattTimecoreStrategic partnership to help organizations reach their renewable energy commitments. Both companies share vision of providing advanced analytics and data to reduce carbon emissions and will be teaming up on projects to advance sustainability goals.
- Evolution MarketscoreEvolution Markets licenses cQuant.io software for expansion of structured transaction capabilities. Evolution Markets utilizes cQuant's price simulation, renewable energy, and battery storage analytic offerings to assist clients in procuring or selling renewable energy.
- FluencecorePartnership to offer industry-leading suite of analytics and optimization applications for energy storage and power generation portfolios. AI-enabled capabilities deliver insights for developers, asset managers, traders, and financiers.
- HartigensecondaryPartnership for portfolio optimization and analytics. Built seamless integration enabling customers to more effectively optimize their energy portfolios through combined capabilities.
- InatechsecondaryPartnership to provide advanced risk management within Inatech's Techoil platform. Provides Inatech's customers with advanced risk analysis tools including what-if scenarios, portfolio and margin optimization, hedge effectiveness and value-at-risk assessment.
- Microsoft AzurecorecQuant.io energy analytics platform utilizes Microsoft Azure cloud infrastructure for scaling its solution, helping customers reduce greenhouse gas emissions with reliable and scalable analytics.
- MoleculecoreTechnical partnership enabling native integration that allows Molecule customers to perform advanced analytics such as asset and what/if analyses using portfolio data in Molecule. Both companies have built cloud-native, multi-tenant SaaS solutions with similar software principles.
Scale indicators4 records
Recent moves8 records
Expansion highlights6 records
cQuant.io competitors and assessment
Company assessmentDirect peers
- Zema Global: Now the parent company of cQuant.io following the April 2025 acquisition, Zema Global provides market-leading data infrastructure and analytics solutions for energy, commodity, and financial markets. It is the closest peer because it directly overlaps with cQuant's customer base and is now operationally integrated.
- Molecule: Cloud-native, multi-tenant ETRM SaaS platform for energy traders and commodity firms. cQuant has a native technical partnership with Molecule and the two are highly comparable in delivery model and target buyer (traders, risk managers).
- ENVERUS: Energy-focused SaaS and analytics platform serving upstream, midstream, and power customers across North America. Comparable to cQuant in its verticalized energy analytics approach and enterprise go-to-market, though broader in scope.
Emerging players
- REsurety: Analytics firm specializing in renewable energy project valuation, PPA structuring, and risk quantification. Directly comparable to cQuant's ReAssure framework and serves overlapping buyers (renewable developers, financiers, utilities).
- Kpler: Data and analytics platform for commodities and energy markets, including freight, metals, and power. Comparable to cQuant on commodity analytics and decision-support tools, with growing overlap in energy trading workflows.
- Energy Aspects: Independent energy market analytics firm providing price forecasting, fundamentals, and research to traders and utilities. Comparable to cQuant on energy market simulation and price modeling, especially for global oil and power markets.
Broad incumbents
- Wood Mackenzie: Global energy research and analytics incumbent with deep coverage of power, renewables, and commodities. Overlaps with cQuant in renewable/storage analytics (and is also a partner) but operates at much broader scope and scale.
- S&P Global Commodity Insights: Division of S&P Global providing market data, benchmarks, and analytics across energy and commodities (includes Platts). Comparable to cQuant on energy market intelligence and price analytics but as part of a much wider portfolio.
- Ventyx (ABB): Enterprise software suite for utilities and energy companies covering asset management, trading, and risk. Overlaps with cQuant in portfolio and risk management for utilities, though embedded within a much larger industrial software portfolio.
Others
- Yes Energy: Real-time and historical North American power market data provider. While not a direct analytics competitor, Yes Energy is a cQuant data integration partner and a key adjacent infrastructure peer in the energy analytics ecosystem.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat6 records
Key risks6 records
Key highlights7 records
Customer concentration
cQuant.io social profiles
Digital presencecQuant.io compliance and trust
Trust signalCompliance2 records
cQuant.io financial estimates
Financial estimateRevenue estimate
Valuation estimate
cQuant.io leadership team
Management profileNumber of profiles
Profiles4 records
cQuant.io funding detail
Funding detailFunding overview
Funding rounds4 records
Investors2 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
cQuant.io 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 cQuant.io
What does cQuant.io do?
cQuant.io provides a cloud-native SaaS energy analytics platform that runs correlated Monte Carlo price simulations to forecast forward and spot market prices, retail and wholesale demand, and intermittent renewable generation down to the sub-hourly level. The platform delivers portfolio risk management, renewable and storage project valuation, thermal asset valuation, and trade analysis for utilities, community choice aggregations, retail energy providers, commodity traders, and merchant asset owners. Optional Analytic Consulting Services provide on-demand access to a team of PhD quants for bespoke modeling and analysis.
Is cQuant.io a public or private company?
cQuant.io is a private company. It is classified as corporate owned and is currently acquired.
When was cQuant.io founded?
cQuant.io was founded in 2016. It employs 11 to 50 people.
Where is cQuant.io based?
cQuant.io is headquartered in Louisville, United States, in the North America region.
How does cQuant.io make money?
Two revenue lines are on record. SaaS Platform Subscription is the primary driver. The others are analytic Consulting Services.
Who are cQuant.io's main competitors?
Direct peers on record are Zema Global, Molecule and ENVERUS. Emerging players are REsurety, Kpler and Energy Aspects. Broad incumbents are Wood Mackenzie, S&P Global Commodity Insights and Ventyx (ABB). Yes Energy is listed as an others.
Does cQuant.io have an API?
No public API is recorded for cQuant.io.
What industry is cQuant.io in?
cQuant.io's product category is Energy Analytics Software. Its primary akta.pro industry code is HDAEAEAK, Enterprise Performance Management (EPM) & FP&A Platforms. Its NAICS code is 541511 and its SIC code is 7372.