Estimated annual AI-cloud contract revenue per GW of contracted critical IT (SemiAnalysis, June 2026); 200 MW online six months early brings forward ~$1.2–1.3B of gross revenue
~$12–13B/GW-yrestimatecontested
| Value kind | estimate — Interpret this value according to its displayed kind, scope, source, and as-of date. |
|---|---|
| Caveat | The denominator is contracted critical IT, not the facility's gross electrical capacity, and the figure is gross revenue brought forward, not profit or NPV. It is SemiAnalysis's rental/IaaS number, and it is contested. SemiAnalysis's Tokenomics model (Aug 2026) puts lab API inference revenue far higher, above $100B/GW/year on a GB300 cluster against about $12B/GW/year of rental cost. That figure comes from a model and moves with utilization and price mix, so keep the two numbers separate. |
| As of | 2026-06 |
| Source | SemiAnalysis ('To Boldly Go', Jun 2026) · Layer Two: '1 GW of AI capacity can support on the order of $12–13B of annual revenue'; Layer Three (BTM): 'annual revenue in the range of roughly $12–13M per MW of contracted critical IT load'; same section gives an NPV of roughly $400M–$500M for 200 MW six months early |
| Review | checking…review by 2027-03-29 · fast cadence |
| Recorded changes | last 2026-10-05 · 5 revisions tracked |
| Claim id | revenue-per-gw-of-ai-capacity-1-1-2b-from |
Where the guide uses it
- 2.1 Program & Project Management: The Integrated Master Schedule & Critical Path
- 2.2 Delivery Models & the Owner's Organization
- 3.1 Site Selection Strategy & the Reordered Criteria Hierarchy
- 6.4 Modular & Prefabricated Construction
- 6.6 Construction Execution, Sequencing & Phased Turnover
- 10.5 Provisioning, Bring-Up & Infrastructure as Code
- 13.10 Staged Power/Load Ramp, Go-Live & Handover to Operations
- 14.8 Firmware & Software Lifecycle Management at Fleet Scale
- 16.1 The Power-Bound Era: Why the Bottleneck Moved to the Substation
← Full numbers register — every date-stamped figure in the guide, with revision history.