supermemory: Vector-graph memory API designed for persistent AI agent context, offering higher-level agent memory features than Pinecone. Pinecone records 286,732 monthly visits with -31% month-over-month growth and Freemium, Paid, Contact for Pricing pricing. supermemory records 156,579 monthly visits with -7.7% growth and Contact for Pricing pricing.
The managed vector database and knowledge engine for production AI
A memory and continual-learning engine that gives any AI agent persistent context
| Dimension / Metric | | |
|---|---|---|
| Official Domain | pinecone.io | supermemory.ai |
| Pricing Model | Freemium, Paid, Contact for Pricing | Contact for Pricing |
| Monthly Visits | 286.73K (286,732) | 156.58K (156,579) |
| MoM Traffic Delta | -128.88K (-31%) | -12.98K (-7.7%) |
| Primary Market & Share | 🇺🇸 United States (30.2%) | 🇺🇸 United States (46.2%) |
| Direct Visits / mo | 118.64K | 71.16K |
| User Rating | 4.8 | 4.5 |
| 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.
A memory and continual-learning engine that gives any AI agent persistent context
A dedicated model extracts, merges, infers and forgets across stored context so the memory graph keeps improving instead of simply accumulating.
Learnings link to the entities, sources and moments around them, storing not just content but a time-aware map of how facts relate.
Memory lives outside model providers and is used through APIs, SDKs, plugins and MCP, so context carries across models and tools.
Relevant memories are injected as tokens into the prompt at request time, giving agents relevant context without unbounded transcripts.
SpecialistFocuses on tool integrations and authentication for agents, complementing memory engines rather than storing cross-session context.
SpecialistFocuses on tool integrations and authentication for agents, complementing memory engines rather than storing cross-session context.
Free / Open-sourceOne open-source AI gateway for 100+ LLM providers
SpecialistThe universal context engine connecting agents to data, tools, and models
SpecialistSearch foundation built from embeddings, rerankers, and reader APIs
SpecialistSearch foundation built from embeddings, rerankers, and reader APIs
SpecialistAI gateway, observability and guardrails for production LLM apps
Free / Open-sourceProvides open-source persistent user modelling for stateful agents, but focuses more on conversational psychology than universal vector graphs.
SpecialistLightning-fast open-source search engine optimized for keyword and text retrieval, but less tailored for dense vector embeddings.
SpecialistLightning-fast open-source search engine optimized for keyword and text retrieval, but less tailored for dense vector embeddings.
Fully managed Milvus vector database built for massive enterprise scale, offering deeper SQL support than Pinecone.
Fully managed Milvus vector database built for massive enterprise scale, offering deeper SQL support than Pinecone.
Free / Open-sourceProvides high-performance open-source vector similarity search, requiring custom schema design for agent memory management.
Free / Open-sourceProvides high-performance open-source vector similarity search, requiring custom schema design for agent memory management.
Free / Open-sourceDelivers robust open-source graph storage on object stores, but is a database rather than a turnkey agent memory API.
Free / Open-sourceDelivers robust open-source graph storage on object stores, but is a database rather than a turnkey agent memory API.
Free / Open-sourceOffers an open-source memory OS for AI agents, but requires more self-hosting and setup than supermemory's managed API.
Free / Open-sourceOffers an open-source memory OS for AI agents, but requires more self-hosting and setup than supermemory's managed API.
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.
