Toast 1
🔥 This release made it to our blog
Mixedbread Releases Toast 1 Specialized Search Agent
Mixedbread has launched Toast 1, a specialized search agent designed to match frontier model retrieval quality while reducing costs and latency.
### TL;DR
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 Insights & Metrics
Key Features
- Automated query decomposition and evidence gathering
- Backend-agnostic integration with existing retrieval indexes
- Frontier-level search quality with 10x cost reduction and 12x faster latency
- Optimized for complex, multi-step agentic search loops
- Seamless integration with Mixedbread Search and Chat Completions API
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