Mixedbread Launches Toast 1 Search Agent
TL;DR. Mixedbread released Toast 1, a specialized search agent claiming superior performance to Claude Opus 5 and GPT-5.6 Sol at lower costs and higher speeds. - Toast 1 is optimized for knowledge-intensive tasks, providing frontier search quality, especially with Mixedbread Search. - The agent is reportedly up to 10 times cheaper and 12 times faster than competing models. - Benchmarks include Pareto Optimal Search, OfficeQA Pro V2, and a Legal Agentic Benchmark, demonstrating its capabilities.
- Mixedbread introduced Toast 1, a specialized search agent.
- Toast 1 aims to match or exceed Claude Opus 5 and GPT-5.6 Sol in performance.
- The agent is significantly cheaper and faster than leading models.
- It is designed for knowledge-intensive tasks and works with various search backends.
Sources
- Introducing Toast 1 — mixedbread.com