Live carbon map for AI compute.
Carbon intensity of the grids that power the regions where Anthropic, OpenAI, and Google run inference. Forecasts up to 72 hours. A best-window finder for any deferrable LLM workload — and a window into the scheduler's own queue.
- regions tracked
- 6
- feeds live
- mock
- clean right now
- 4
set EBB_ELECTRICITY_MAPS_API_KEY for live data
bands clean or very_clean
live map
AI-compute carbon intensity, right now
Six grids where the major LLM providers run inference. Click any region for the 72-hour forecast and a best-window finder.
US-CAL-CISO
California ISO
AWS us-west-2 · GCP us-west1
170g/kWh
mock feed
US-TEX-ERCO
Texas ERCOT
Azure South Central · GCP us-south1
230g/kWh
mock feed
US-NE-ISNE
New England
Azure East US 2 fringes
210g/kWh
mock feed
US-MIDA-PJM
PJM Mid-Atlantic
AWS us-east-1 · Anthropic primary
310g/kWh
mock feed
FR
France
AWS eu-west-3 · OpenAI Europe
-50g/kWh
mock feed
DE
Germany
AWS eu-central-1 · Azure West Europe
270g/kWh
mock feed
how it works
Methodology and source data
grid feed
Electricity Maps free-tier API for forecast data. WattTime marginal-emissions support is planned for v0.3.
scoring
Each candidate hour is scored on grams CO2e per LLM call assuming 0.0015 kWh end-to-end energy (data-center + PUE 1.5). The cleanest hour inside the user-supplied deadline wins.
fallback
When no API key is configured, the dashboard serves a deterministic UTC-aligned synthetic curve so demos and CI runs are reproducible. Bands are identical to the production thresholds.