Open Inference
About
Open Inference is the token factory for autonomous agents: the cheapest tokens, at the largest scale. We process trillions of tokens per day. None of them on GPUs.
Today, open frontier models ship for GPUs and GPUs only. Implications: GPU cost determines what your agent costs, and GPU availability decides whether it runs at all.
But GPUs are only 70% of the world's AI compute. The other 30% is silicon like Google TPU, AWS Trainium, and Microsoft Maia — chips that frontier models can't run on at all.
Open Inference reshapes models to fit any chip: how attention is organized, how context is selected, and how weights are stored. That's how we serve trillions of tokens a day at a fraction of anyone else's cost.
See our models on OpenRouter.