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Mixedbread·Aug 13, 2026·v1.0·paid
Toast 1
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.
featured on blogAI AgentsSearch EngineRetrieval Augmented GenerationEnterprise AI
on the blogMixedbread Releases Toast 1 Specialized Search Agent 4 min
overview
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.
key features
- 01Automated query decomposition and evidence gathering
- 02Backend-agnostic integration with existing retrieval indexes
- 03Frontier-level search quality with 10x cost reduction and 12x faster latency
- 04Optimized for complex, multi-step agentic search loops
- 05Seamless integration with Mixedbread Search and Chat Completions API
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