Introducing Toast 1, our first specialised search agent.
Toast 1 sets a new Pareto frontier for agentic search models.
Frontier search quality, across all domains, 12x faster, at 1/10th of the price.
New: Connect Mixedbread to your OpenTelemetry provider
Teams build agents that grep, search, use Toast 1 for deep search with Mixedbread. Their actions should be transparent and observable.
Now you can export every agent action to your OpenTelemetry provider (Langfuse,
Mixedbread is retrieval infrastructure for AI agents to find the right evidence across text, PDFs, tables, images, audio, and videos.
We process millions of documents and searches every week. Our control plane runs on @PlanetScale Metal.
→ 0.05 ms p99 for our busiest
New: Streaming for agentic search
You can now use agentic search and show intermediate steps.
Watch Toast 1 gather gold evidence for a @mercor's APEX-Agents Law task in real time.
Toast 1 is live at launch pricing. Try it yourself ↓
New: Beating Fable 5 in deep search and helps you save tokens.
Toast 1 is now live on Mixedbread API at launch pricing:
Input: $0.50 → $0.30/1M
Output: $1.20 → $0.72/1M
Cached input: $0.06 → $0.036/1M
OpenAI-compatible. New signups get $5 in credits.