Free / Open-sourceOpen-source, high-performance vector search at any scale

12 tools like Trieve, most popular first.
Free / Open-sourceOpen-source, high-performance vector search at any scale
The managed vector database and knowledge engine for production AI

Free / Open-sourceLightning-fast search engine you can self-host or run in the cloud
Free / Open-sourceLightning-fast search engine you can self-host or run in the cloud

Search foundation built from embeddings, rerankers, and reader APIs
AI search and retrieval platform for modern apps and commerce

Free / Open-sourceOpen-source RAG platform for reliable AI chat and search
Free / Open-sourceOpen-source RAG platform for reliable AI chat and search

Web search API and crawler built for AI agents

The managed context engine for agents, assistants and apps

Fully managed Vector Lakebase and vector database for enterprise AI, built by the creators of Milvus
Fully managed Vector Lakebase and vector database for enterprise AI, built by the creators of Milvus

Free / Open-sourceOne key for 4,100+ agent tools, pay per call

The relevance engine with a built-in feedback loop

Fully managed AI search and RAG infrastructure for developers
Fully managed AI search and RAG infrastructure for developers
| Rank | Tool & Tagline | Official Domain | Monthly Visits | MoM Growth | Pricing Model | Primary Market | Rating | Compare |
|---|---|---|---|---|---|---|---|---|
| ● | Trieve | trieve.ai | 1.95K | -276 (-12.4%) | Contact for Pricing | Global | 4.7 | Profile |
| 1 | Qdrant | qdrant.io | 72.99K | -45.42K (-38.4%) | Freemium, Contact for Pricing | India | 4.6 | Compare |
| 2 | Pinecone | pinecone.io | 286.73K | -128.88K (-31%) | Freemium, Paid, Contact for Pricing | United States | 4.8 | Compare |
| 3 | Meilisearch | meilisearch.com | 119.71K | -32.75K (-21.5%) | Free Trial, Contact for Pricing | United States | 4.7 | Compare |
| 4 | Jina AI | jina.ai | 280.78K | -55.67K (-16.5%) | Freemium, Paid | United States | 4.7 | Compare |
| 5 | Algolia | algolia.com | 689.97K | -85.54K (-11%) | Freemium, Contact for Pricing | United States | 4.7 | Compare |
| 6 | Agentset | agentset.ai | 6.47K | -2.68K (-29.3%) | Freemium, Contact for Pricing | United States | 4.6 | Compare |
| 7 | Exa | exa.ai | 1.06M | 152.79K (+16.8%) | Freemium, Contact for Pricing | United States | 4.5 | Compare |
| 8 | Ragie | ragie.ai | 7.56K | -2.77K (-26.8%) | Freemium, Free Trial, Free | United States | 4.4 | Compare |
| 9 | Zilliz | zilliz.com | 108.89K | -21.29K (-16.4%) | Freemium, Paid, Free, Contact for Pricing | United States | 4.7 | Compare |
| 10 | Treg | treg.to | 452.94K | 312.9K (+223.4%) | Freemium | United States | 4.5 | Compare |
| 11 | Shaped | shaped.ai | 11.87K | -7.65K (-39.2%) | Contact for Pricing | United States | 4.8 | Compare |
| 12 | Ducky | ducky.ai | 1.97K | -181 (-8.4%) | Freemium | United States | 4.3 | Compare |