Embedding and retrieval APIs

Compare Embedding Models and API Pricing

Find embedding models for semantic search, retrieval-augmented generation, recommendations, clustering, and document processing through a consistent API.

Current catalog

embedding models with verified catalog metadata

Pricing content refreshed August 16, 2026

Text Models Image Models Audio Models Video Models Speech-to-Text Models Text-to-Speech Models

Available Embedding Models

Comparable models are ordered by their current normalized price.

0 models

Catalog data is being refreshed

Model comparisons will appear when the public catalog API is available.

How to choose

RAG

Semantic search

Recommendations

Document clustering

Pricing methodology

OneInfer compares only positive prices with the same billing unit. Per-minute, per-character, per-token, per-image, per-video, and per-second rates remain separate. Prices can change, so the current model page and console remain the source of truth.

Frequently asked questions

How are embedding model prices compared?

Embedding models are compared using their positive input-token price per one million tokens when that pricing is available.

Can I use these models with my existing vector database?

Yes. Store the returned vectors in your preferred vector database and use them for retrieval or similarity search.