Anthropic and OpenAI hunt for smaller data center deals, sources tell CNBC, in race to deploy AI capacity
- ID
- 25881
- Status
- summarized
- Published
- 18 Sep 2026, 5:38 PM
- Fetched
- 18 Sep 2026, 5:57 PM
- Provider
- CNBC Technology
- Category
- technology
- Original URL
- https://www.cnbc.com/2026/09/18/anthropic-openai-small-ai-data-center-deals.html
- Source URL
- https://www.cnbc.com/id/19854910/device/rss/rss.html
Summary
- Score
- 6.5
- Created
- 18 Sep 2026, 5:57 PM
- Tags
- Audience
- developersai_ml_learnerssaas_foundersai_agent_users
What happened
Anthropic and OpenAI are pursuing smaller 20-30 MW data center deals in the U.K., Nordics, and U.S., in addition to their existing multi-hundred-megawatt and gigawatt-scale agreements. The appeal is 'speed to usable capacity'—smaller deployments come online faster, letting AI labs serve workloads sooner than waiting on massive facilities.
Why it matters
If you are building AI-dependent products, the shift toward smaller, faster-to-deploy capacity signals that AI labs are bottlenecked on inference availability, not just training compute. This means API rate limits, pricing, and feature availability for models from Anthropic and OpenAI may continue to fluctuate as capacity comes online in smaller increments rather than big waves—plan for variable throughput and consider multi-provider fallbacks.
Discussion angle
What does a world where AI labs are scrambling for incremental 20-30 MW deployments mean for API reliability and pricing—should builders assume capacity will stay tight, or is this a sign the big builds are too slow to matter near-term?