Trieve: 内置分块功能的开源搜索与 RAG 平台,不过对纯无服务器向量存储的专注度较低。 Pinecone 记录了 286,732 月访问量,月度环比增长为 -31%,定价为免费增值,付费,定价请咨询。Trieve 记录了 1,946 月访问量,增长率为 -12.4%,定价为定价请咨询。
Pinecone is a managed vector database and AI knowledge platform for building retrieval-augmented generation (RAG), semantic search, and agent memory. It stores vector embeddings at scale, makes writes searchable within seconds with no index tuning, and keeps p99 latency steady as data grows. Pinecone powers products for more than 10,000 customers and over a million developers worldwide.

Trieve is an AI search and discovery platform and open API for building RAG applications. It combines hybrid search, chunk management, conversational AI and relevance analytics in one system, and can be used as a managed service or self-hosted.
| 维度 / 指标 | ![]() | |
|---|---|---|
| 官方域名 | pinecone.io | trieve.ai |
| 定价模式 | 免费增值,付费,定价请咨询 | 定价请咨询 |
| 月访问量 | 28.67万 (286,732) | 1946 (1,946) |
| 月度环比流量变化 | -12.89万 (-31%) | -276 (-12.4%) |
| 主要市场与份额 | 🇺🇸 美国 (30.2%) | 🌐 全球 (—) |
| 直接访问 / 月 | 11.86万 | 763 |
| 用户评分 | 4.8 | 4.7 |
| 支持的平台 | 网站 | 网站 |
Pinecone is a managed vector database and AI knowledge platform for building retrieval-augmented generation (RAG), semantic search, and agent memory. It stores vector embeddings at scale, makes writes searchable within seconds with no index tuning, and keeps p99 latency steady as data grows. Pinecone powers products for more than 10,000 customers and over a million developers worldwide.
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.

Trieve is an AI search and discovery platform and open API for building RAG applications. It combines hybrid search, chunk management, conversational AI and relevance analytics in one system, and can be used as a managed service or self-hosted.
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.

专项更强专为持久化 AI 智能体上下文而设计的向量图谱内存 API,提供比 Pinecone 更高级的智能体内存功能。

Zilliz is the company behind Milvus, the open-source vector database, and offers Zilliz Cloud — a fully managed vector database service built for large-scale AI retrieval, RAG, and similarity search workloads.
Zilliz is the company behind Milvus, the open-source vector database, and offers Zilliz Cloud — a fully managed vector database service built for large-scale AI retrieval, RAG, and similarity search workloads.
免费 / 开源Qdrant is an open-source vector search engine and database, written in Rust, for high-performance similarity search in AI applications.