Mixedbread

Toast 1 v1.0

Toast 1 is a specialized search agent designed for knowledge-intensive tasks, capable of decomposing queries, gathering evidence, and curating context. It matches or outperforms frontier models like Claude Opus 5 and GPT-5.6 Sol while offering significantly higher speed and lower operational costs.

Mixedbread Wholembed v3 vv3

Mixedbread Wholembed v3 is a unified omnimodal multilingual late-interaction retrieval model that sets a new state-of-the-art across text, audio, images, and video. It is the first semantic model to outperform lexical-based retrieval on LIMIT benchmark and powers Mixedbread Search as the default model.