Back to AI ToolsEmbedding / RAG82
#5
Jina Embeddings
Company Jina AI
Model type Embedding
Late-interaction friendly embeddings and small specialized models.
Other models in adjacent categories or with nearby scores.
Embedding / RAG84
#1
BGE M3
BAAI
Type Embedding
Flagship multilingual BGE checkpoints for dense, sparse, and hybrid retrieval setups.
Best forOpen-source RAG, local vector DBs, and academic baselines.
Pricing Open weights
Embedding / RAG88
#2
Cohere Embed v4
Cohere
Type Embedding
Latest multilingual Cohere embed family for retrieval, rerank, and search stacks.
Best forSearch ranking, classification features, and Cohere-first stacks.
Pricing Freemium / API
Embedding / RAG90
#3
Gemini embedding 004
Google
Type Embedding
Shipping Gemini-class embedding endpoint for Vertex AI and Gemini API retrieval stacks.
Best forGCP-native RAG, multimodal-ish retrieval stacks, and batch embedding.
Pricing Paid / API