Nace AI has published a comprehensive technical report detailing the development of Drex, a family of four open decision models. These models process a state input with questions and options to output a probability distribution in a single non-autoregressive pass. The models achieved top-three ranking on OpenRouter and secured the top position on five ArtificialAnalysis benchmarks.