ChatGPT's storage reads data 12x faster: OpenAI scaled it to a billion users

According to OpenAI (Oct 23, 2026), the Habitat storage system delivered a 12x speedup in reads for [ChatGPT](/tools/chatgpt). Its foundations are multi-tenancy, a global cache and Azure Cosmos DB.