OpenAI launched Ultrafast, a preview mode that it says can run GPT-5.6 Sol up to 14 times faster than standard processing and reach about 750 output tokens per second. The company argues real-time speed no longer has to mean switching to a smaller specialty model, pointing to incident response, support, market analysis, and commerce as early use cases. Ultrafast rides OpenAI's partnership with chipmaker Cerebras and is limited to a small customer group for now, with wider access promised as capacity grows. Rival labs already ship accelerated modes, though OpenAI claims a larger jump here. Throughput claims still need independent checks outside the preview cohort.