Celeris launches Celeris 1, a diffusion language model at near GPT-5 quality and 15 times the speed

The flagship model refines a whole response over a few passes instead of generating token by token, reaching a 158 millisecond median latency and 1,664 tokens per second while scoring 75 percent on MMLU Pro. It is available today through an OpenAI compatible API.