Compare All Embedding APIs Software 2026
Side-by-side comparison of 11 embedding apis tools. Find the right fit for your team and budget.
Quick Answer
Embedding APIs software pricing ranges from Free to $500 per user per month in 2026. The category average is $29/user/month. 6 of 11 tools offer free tiers.
Quick Picks
Full Comparison Matrix
| Product | Starting Price | Popular Tier | Enterprise | Free Tier | Best For |
|---|---|---|---|---|---|
| Nomic Embed | Free /per million tokens | Free /per million tokens | Free /per million tokens | Yes | Developers self-hosting embeddings |
| Mistral Embeddings | Custom | Custom | Custom | No | - |
| Together AI Embeddings | Free /month | $0.02 /month | $100 /month | Yes | - |
| Voyage AI | Free /per million tokens | $0.06 /per million tokens | $0.18 /per million tokens | Yes | Developers evaluating embedding quality |
| OpenAI Embeddings | $0.02 /per million tokens | $0.07 /per million tokens | $0.13 /per million tokens | No | - |
| Cohere Embed | $0.10 /month | $0.10 /month | $0.12 /month | Yes | - |
| Vertex AI Embeddings | $0.07 /per million tokens | $0.15 /per million tokens | $0.25 /per million tokens | No | - |
| Hugging Face Inference Embeddings | $0.03 /month | $8 /month | $20 /month | No | - |
| Mixedbread | Free /month | $10 /month | $20 /month | Yes | Hobbyists and evaluators trying Mixedbread |
| Pinecone Inference Embeddings | $20 /month | $50 /month | $500 /month | No | - |
| Jina Embeddings | Free /per million tokens | $250 /per million tokens | $500 /per million tokens | Yes | Developers evaluating Jina embeddings for non-commercial projects |
Category Summary
11
Products
$2
Avg Starting
$29
Avg Popular
6
Free Tiers