Mixedbread's Toast 1 matches frontier search at a fraction of the cost

Introducing Toast 1

Mixedbread introduces Toast 1, a specialized search agent that matches or outperforms frontier models like Claude Opus 5 and GPT-5.6 Sol on search quality while being up to 10× cheaper and 12× faster. It works with any search backend but excels with Mixedbread Search. In benchmarks, it achieves state-of-the-art results on OfficeQA Pro V2 and cuts token usage by 3.5× in legal tasks. Toast 1 is available now via the Mixedbread API at discounted launch pricing.