最佳 TiDB Cloud 替代方案和竞争对手

扎根东南亚的主权高性能 AI 云

专项更强面向前沿 GenAI 应用的 SQL 原生向量数据库

专项更强KVM NVMe VPS 主机，全球机房，分钟级部署

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.

用于扩展 AI 工作负载的托管 Ray 平台

专项更强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.

专项更强面向大规模数据采集的住宅、移动与 IPv6 代理网络

专项更强集 DRM、直播与自建 CDN 于一体的企业级视频托管平台

专项更强面向全球数据访问的住宅代理与 ISP 代理网络

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.

免费 / 开源从开源模型到受管控智能体，一站式构建、运行与扩展 AI

专项更强编排全球闲置消费级 GPU 的分布式 GPU 云