OpenAI and Anthropic scramble for smaller data centers as massive gigawatt projects lag
- ID
- 27171
- Status
- summarized
- Published
- 22 Sep 2026, 5:30 PM
- Fetched
- 22 Sep 2026, 10:32 PM
- Provider
- Tom's Hardware
- Category
- technology
- Original URL
- https://www.tomshardware.com/tech-industry/data-centers/openai-and-anthropic-are-reportedly-seeking-out-smaller-data-center-deals-to-meet-current-demand-20-30-mw-facilities-to-provide-capacity-as-mega-structures-undergo-construction
- Source URL
- https://www.tomshardware.com/feeds/all
Summary
- Score
- 6.5
- Created
- 22 Sep 2026, 10:33 PM
- Tags
- Audience
- ai_ml_learnerssaas_foundersdevelopers
What happened
OpenAI and Anthropic are reportedly pursuing smaller 20-30 MW data center deals to meet near-term compute demand, as their massive gigawatt-scale projects remain under construction and unavailable. This signals a gap between planned capacity and what these labs can actually bring online today.
Why it matters
If you build products on OpenAI or Anthropic APIs, capacity tightness could translate into rate-limit pressure, pricing changes, or degraded latency in the coming months. For SEA-based founders and infrastructure providers, hyperscalers scrambling for smaller distributed facilities could also open opportunities for regional colocation partnerships.
Discussion angle
Are you seeing rate-limit or latency degradation on OpenAI/Anthropic APIs lately, and should your architecture hedge across multiple providers or self-hosted models given that even the labs themselves can't get enough compute online?