WattTime
WattTime is a nonprofit organization that provides real-time, forecast, and historical data for electric grids around the world, enabling carbon-aware computing and clean energy procurement decisions. The WattTime API delivers marginal emissions data (CO2 MOER), health damage signals, average emissions rates, and renewable energy forecasts for 342 grid regions across 210 countries and territories. Developers and organizations use the API to schedule workloads during low-carbon windows, measure actual emissions reductions from clean energy procurement, and meet sustainability reporting requirements.
APIs
WattTime API
The WattTime Data API v3 provides access to real-time, forecast, and historical marginal emissions data for electric grids worldwide. Key signals include CO2 MOER (Marginal Oper...
WattTime Python Client
Official Python SDK for the WattTime API providing simplified access to real-time, forecast, and historical emissions data.
Capabilities
WattTime Carbon-Aware Computing
Workflow capability combining WattTime's real-time, forecast, and historical emissions data to enable carbon-aware scheduling, sustainability reporting, and clean energy procure...
Run with NaftikoFeatures
CO2 MOER signal providing real-time marginal carbon intensity for local grid regions, updated every 5 minutes via the forecast endpoint.
24-72 hour ahead emissions forecasts enabling applications to schedule energy-intensive workloads during low-carbon grid windows.
Historical MOER data available for up to 32 days via the data endpoint, and multi-year historical datasets downloadable as CSV files.
Estimates the damage to human life and health caused by emissions from electricity generation based on time and location of consumption.
Coverage across 342 grid regions in 210 countries and territories, including North America, Europe, and global expansion with synthetic demand proxy models.
Identify the relevant balancing authority for any geographic coordinates and retrieve the list of accessible grid regions.
Date-based model versioning (e.g., 2026-03-01) allowing unique versions per region and signal for reproducibility and comparison.
Use Cases
Technology companies and cloud providers schedule compute workloads, data transfers, and batch jobs to run during periods of low marginal carbon intensity.
Organizations measure the actual emissions reductions from renewable energy procurement and power purchase agreements using marginal emissions data.
Enterprises report Scope 2 emissions more accurately using marginal emissions rates rather than average grid emission factors.
Building energy management systems shift heating, cooling, and EV charging to low-emission grid windows to reduce carbon footprint.
Researchers, utilities, and policy makers analyze historical and forecast emissions data to study grid decarbonization trends.
Integrations
WattTime provides the carbon intensity data underlying the Green Software Foundation's Software Carbon Intensity (SCI) specification.
WattTime contributes emissions data and modeling to the Climate TRACE global emissions inventory.
Official Green Software Foundation Impact Framework plugin available for integrating WattTime data into software sustainability measurements.