Celeris unveils Celeris-1 diffusion LLM for real time AI
San Francisco startup Celeris announced Celeris-1 on July 27, 2026, a diffusion-based large language model that aims to match near GPT-5 performance while delivering up to 15 times faster responses. The company says Celeris-1 can generate around 1,664 tokens per second and is available immediately through an OpenAI-compatible API for latency sensitive workloads like agents and real time voice.([prnewswire.com](https://www.prnewswire.com/news-releases/celeris-unveils-celeris-1-unlocking-real-time-ai-through-diffusion-based-language-generation-302835273.html))
Source: PR Newswire
