How We Think About Environmental Impact
Fjord directly measures operational data such as model and token usage. Electricity, water, and carbon figures are modeled estimates based on published research and configurable assumptions—not measurements from the data centres serving every request.
Actual results can vary with the model, hardware, request processing, electricity source, climate, and facility. We acknowledge this uncertainty internally and plan to update the methodology as better evidence becomes available.
Current methodology version: 2026.1 · Last reviewed 2026-08-13
Where We May Improve Next
These are directions under consideration, not commitments to programs that do not yet exist.
- More accurate environmental measurement
- Further reductions in compute per learning session
- Evaluation of water-replenishment initiatives
- Evaluation of support for additional clean energy
- Increased or more targeted carbon-removal commitments