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Top 10 AI ModelsEmbeddings & Search

·How we rank

Quick answer: The best AI model for embeddings & search right now is OpenAI Embeddings (text-embedding-3-large) by OpenAI, scoring 96/100 in today's ranking.

Today's top 10 best AI models for Embeddings & Search

02
94.0

Cohere Embed v3

Cohere

High-performance embeddings optimized for retrieval and generative AI.

Excellent retrieval performanceEfficient for large datasetsCustomizable embedding dimensions+1 more
Try Cohere Embed v3
03
92.0

Google Cloud - Vertex AI Embeddings

Google Cloud

Integrated, scalable text and multimodal embeddings within Google Cloud.

Seamless integration with GCP ecosystemMultimodal capabilities (text/image)Enterprise-grade security and scalabilit+1 more
Try Google Cloud - Vertex AI Embeddings
06
89.0

Mistral AI - Embeddings

Mistral AI

Efficient and powerful embeddings from a leading open-weight model provider.

High performance with smaller model sizeOpen-weight philosophyStrong multilingual capabilities+1 more
Try Mistral AI - Embeddings
07
88.0

Nomic AI - Nomic-Embed-v1.5

Nomic AI

High-performance, open-source embeddings for multimodal data.

Excellent performance on multimodal taskOpen-source and freely availableLarge context window support+1 more
Try Nomic AI - Nomic-Embed-v1.5
09
86.0

Voyage AI - Voyage-2

Voyage AI

High-performance embeddings optimized for retrieval and long contexts.

Exceptional performance on retrieval benLarge context window handlingOptimized for RAG use cases+1 more
Try Voyage AI - Voyage-2
10
85.0

Open-Source Models (e.g., E5, BGE)

Various (e.g., Microsoft, General)

High-quality, diverse open-source embeddings for flexible deployment.

Open-source flexibilityWide variety of specialized modelsCost-effective for self-hosting+1 more
Try Open-Source Models (e.g., E5, BGE)

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