Pinecone 每月有 286,732 次造訪,月增率 -31%,定價模式為免費增值、付費、需聯絡報價。TiDB Cloud 每月有 61,010 次造訪,成長率 -17.9%,定價模式為需聯絡報價。
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.
彈性、MySQL 相容的分散式 SQL,內建 HTAP 分析能力
| 面向/指標 | ||
|---|---|---|
| 官方網域 | pinecone.io | tidbcloud.com |
| 定價模式 | 免費增值、付費、需聯絡報價 | 需聯絡報價 |
| 每月造訪次數 | 28.67萬 (286,732) | 6.1萬 (61,010) |
| 月流量變化量 | -12.89萬 (-31%) | -1.33萬 (-17.9%) |
| 主要市場與市佔 | 🇺🇸 美國 (30.2%) | 🇮🇳 印度 (50.5%) |
| 每月直接造訪 | 11.86萬 | 4.06萬 |
| 使用者評分 | 4.8 | 4.6 |
| 支援平台 | 網站 | 網站 |
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.
彈性、MySQL 相容的分散式 SQL,內建 HTAP 分析能力
儲存與運算可在數秒內彈性伸縮,無須停機或手動分庫分表,應用可從容面對流量高峰與業務成長,並依實際用量付費。
符合 SOC 1 Type 2、SOC 2 Type 2、SOC 3、ISO 27001、ISO 27701、PCI DSS、GDPR 與 HIPAA 等標準,搭配加密與存取控制,適用於受監管業務。
以分散式交易與多副本 Raft 共識為基礎,節點或可用區故障時資料庫仍保持可用,叢集可跨可用區甚至跨區域部署以支援異地備援。
同一引擎同時處理交易與分析查詢,可直接在即時業務資料上做報表與分析,無須額外維護資料倉儲與 ETL 流程。

專項更強專為持久化 AI 代理脈絡而設計的向量圖形記憶體 API,提供比 Pinecone 更高階的代理記憶體功能。

專項更強Lightning-fast open-source search engine optimized for keyword and text retrieval, but less tailored for dense vector embeddings.
專項更強Lightning-fast open-source search engine optimized for keyword and text retrieval, but less tailored for dense vector embeddings.

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.
免費 / 開源Qdrant is an open-source vector search engine and database, written in Rust, for high-performance similarity search in AI applications.