最佳 TiDB Cloud 替代方案與競爭對手

扎根東南亞的主權高效能 AI 雲

專項更強面向前沿 GenAI 應用的 SQL 原生向量資料庫

專項更強KVM NVMe VPS 主機，全球機房，分鐘級部署

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.

用於擴展 AI 工作負載的託管 Ray 平台

專項更強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.

專項更強面向大規模資料擷取的住宅、行動與 IPv6 代理網路

專項更強整合 DRM、直播與自建 CDN 的企業級影片託管平台

專項更強面向全球資料存取的住宅代理與 ISP 代理網路

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.

免費 / 開源從開源模型到受管控代理人，一次搞定 AI 的建置、運行與擴展

專項更強編排全球閒置消費級 GPU 的分散式 GPU 雲