Performance Rankings
RAG Model Leaderboard
Benchmark and compare systems built for Retrieval-Augmented Generation. See how they perform and rank across diverse datasets.
Embeddings
Comprehensive ranking of embedding models based on retrieval benchmarks. Compare OpenAI, Cohere, Voyage, Jina, and open-source.
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Rerankers
Benchmark results of the best rerankers improving retrieval accuracy. Includes Cohere, Jina, Voyage, and others.
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LLMs
Performance ranking of the best LLMs for RAG. Compare GPT-5, Claude Opus 4.5, Gemini 3, DeepSeek, and more on accuracy and latency.
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Vector Databases
Compare deployment options, cost efficiency, and features across Pinecone, Qdrant, Milvus, Weaviate, Chroma, Turbopuffer, and pgvector.
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