
Web search API and crawler built for AI agents
Trieve: Open-source search and RAG platform with built-in chunking, though less focused on pure serverless vector storage. Pinecone records 286,732 monthly visits with -31% month-over-month growth and Freemium, Paid, Contact for Pricing pricing. Trieve records 1,946 monthly visits with -12.4% growth and Contact for Pricing pricing.

Search, discovery and RAG infrastructure for your product
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | pinecone.io | trieve.ai |
| Pricing Model | Freemium, Paid, Contact for Pricing | Contact for Pricing |
| Monthly Visits | 286.73K (286,732) | 1.95K (1,946) |
| MoM Traffic Delta | -128.88K (-31%) | -276 (-12.4%) |
| Primary Market & Share | 🇺🇸 United States (30.2%) | 🌐 Global (—) |
| Direct Visits / mo | 118.64K | 763 |
| User Rating | 4.8 | 4.7 |
| Supported Platforms | Website | Website |
The managed vector database and knowledge engine for production AI
Store and query vector embeddings with automatic indexing that requires no manual tuning or algorithm selection.
Writes are acknowledged in under 100ms and become searchable within seconds, while all data is searched in parallel so speed holds at scale.
Connect agents to Pinecone through plugins for Claude Code, Cursor, Copilot, Codex, Gemini CLI, MCP, or a direct REST API with one key.
Serve compiled, governed enterprise knowledge to agents through a single query, cutting token usage and latency versus multi-step RAG loops.

Search, discovery and RAG infrastructure for your product
Combine keyword and vector search so results stay relevant for both exact queries and semantic intent.
Manage documents, chunking and embeddings within the platform instead of building a pipeline from scratch.
Add retrieval-augmented chat over your own content for assistants and knowledge bases.
Inspect search quality with analytics, then tune ranking and relevance based on real queries.

Web search API and crawler built for AI agents
AI search and retrieval platform for modern apps and commerce

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

Search foundation built from embeddings, rerankers, and reader APIs

SpecialistVector-graph memory API designed for persistent AI agent context, offering higher-level agent memory features than Pinecone.
SpecialistVector-graph memory API designed for persistent AI agent context, offering higher-level agent memory features than Pinecone.

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

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-sourceOpen-source, high-performance vector search at any scale

Free / Open-sourceGraph database built on object storage for agent memory and context
Free / Open-sourceGraph database built on object storage for agent memory and context
SQL-compatible vector database combining relational queries with similarity search, ideal for complex relational data workflows.
SQL-compatible vector database combining relational queries with similarity search, ideal for complex relational data workflows.

The relevance engine with a built-in feedback loop

The managed context engine for agents, assistants and apps