Gemini embeddings alternatives
10 other embeddings & rerank listed here. Gemini embeddings is freemium.
BGE (FlagEmbedding)
Open BGE embedding and reranker models
Cohere Embed
Multilingual and multimodal embeddings
Cohere Rerank
Rerank search results with a hosted model
Jina AI
Embeddings, rerankers and web reader APIs
Mixedbread
Search, embedding and rerank models and APIs
OpenAI embeddings
Text embedding models from OpenAI
Qwen3 Embedding
Open embedding and reranking models from the Qwen team
Sentence Transformers
Python library for embedding and rerank models
Text Embeddings Inference
Hugging Face server for embedding and rerank models
Voyage AI
Embedding and reranking models for retrieval