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Mixedbread AI•May 9, 2026
mxbai-rerank-v3-listwise
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mxbai-rerank-v3-listwise: Mixedbread's New Reranker That Goes Beyond Binary Relevance
Mixedbread's mxbai-rerank-v3-listwise reads the whole candidate set at once to resolve conflicts and rank by directives like recency and source priority — delivering +11% NDCG@10 over previous methods.
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### TL;DR
A state-of-the-art listwise reranker that goes beyond binary relevance by reading the entire candidate set, resolving conflicts, and ranking by directives like recency, source priority, and multi-step rules. Achieves +11% NDCG@10 over prior rerankers.
Key Insights & Metrics
Pricing
Free tier + Scale plan at $20/month; Enterprise available
Cost structure
Version
v3-listwise
Current release version
Hardware
API-based
Compute requirements
Category
Paid
Licensing model
Region
Germany
Primary region
Key Features
- +11% NDCG@10 improvement over prior models, beating all benchmarks
- Listwise approach: reads entire candidate set to resolve conflicts and apply ranking directives
- Supports ranking by recency, source priority, and custom multi-step business rules
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