Mixedbread Launches Toast 1 Search Agent: 12x Faster at 1/10th the Cost

bclavie · x · 2026-08-14

Mixedbread has introduced Toast 1, its first specialized search agent. The company claims the model sets a new Pareto frontier for agentic search models across all domains.

Toast 1 delivers frontier search quality while operating 12 times faster and at just one-tenth of the price of competing solutions, representing a major leap in efficiency for search agents.

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