← all categories
Best Embeddings tools
Text-embedding APIs agents call to vectorize text for RAG & search.
Ranked by cost · 100M tokens+ verified agent-readiness · not yet benchmarked
Comparable cost for a standard workload — the objective axis. AI rank = price-blind quality opinion aggregated from multiple AI models (labeled, never mixed into the cost order). Click any column to sort. how it's scored →
↓ sorted by cost — cheapest for the standard workload first · click any header to re-sort · # = position in current sort
| # | Tool | 100M tokens | AI rank | Free tier | SOC 2 | Docs | Maint. |
|---|---|---|---|---|---|---|---|
| 1 |  Fireworks AI | 4/5 | — | ||||
| 2 |  DeepInfra | ✗ | 4/5 | — | |||
| 3 |  OpenAI | ✗ | 4/5 | — | |||
| 4 |  Voyage AI | ✗ | — | — | |||
| 5 |  Together AI | ✗ | — | — | |||
| 6 |  Jina AI | ✗ | — | — | |||
| 7 |  Amazon Bedrock Titan Embeddings v2 | ✗ | 5/5 | — | |||
| 8 |  Hugging Face | 4/5 | active | ||||
| 9 |  Mistral | — | — | ||||
| 10 |  Cohere | — | — | ||||
| 11 |  Google | 4/5 | — | ||||
| 12 |  Nomic | — | — | ||||
| 13 |  Baseten | — | — | ||||
| 14 |  NVIDIA NIM | ✗ | — | — | — |