# Pinecone 根据 OpenAITools.app 于 2026-11-11 核对的流量数据，Pinecone（pinecone.io）是一个收录在 AI API 下的 AI 平台，月访问量为 28.67万，月度环比流量变化为 -12.89万（-31%）。其主要地理市场为美国（30.2% 流量份额），采用免费增值，付费，定价请咨询定价模式。按月流量计算的主要竞争替代方案包括 Qdrant（7.3万次访问/月），Zilliz（10.89万次访问/月），Trieve（1946 次访问/月）。 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. ## 关键遥测与规格 | 指标 | 数值 | | :--- | :--- | | 工具名称 | Pinecone | | 标识 | pinecone | | Status | active | | Origin | official | | Maintenance | active | | 官方域名 | pinecone.io | | 官网地址 | https://www.pinecone.io | | 分类 | AI API, AI 搜索引擎, AI Agent, AI Developer Tools, AI 知识库, Large Language Models (LLMs) | | 定价模式 | 免费增值，付费，定价请咨询 | | 月访问量 | 286,732 | | 月度环比流量变化 | -128,879 | | 月度环比增长率 | -31% | | 主要市场 | 美国 | | 市场份额 | 30.2% | | 直接访问量 | 118,638 | | 自然搜索访问 | — | | 社交访问 | — | | 推荐访问 | 33,047 | | 邮件访问 | 6,655 | | 评价得分 | 4.8 | | 收藏数 | 2 | | 支持平台 | 网站 | | 计费平台 | | | 属性 | 功能: 网站; 定价: 免费增值; 定价: 付费; 定价: 定价请咨询 | | 标签 | 向量数据库, 向量搜索, 语义搜索, AI, 机器学习, 向量嵌入, RAG（检索增强生成）, 推荐, 知识型 AI, 无服务器, 混合搜索 | ## 概览 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. ## 定价与套餐 Freemium and usage-based. You can create your first index for free and pay as you go as workloads scale, with higher tiers for dedicated capacity and enterprise agreements. Check the official pricing page and cost estimator for current rates. ## 关键功能与能力 - **Fully managed vector database:** Store and query vector embeddings with automatic indexing that requires no manual tuning or algorithm selection. - **Fast writes and consistent queries:** Writes are acknowledged in under 100ms and become searchable within seconds, while all data is searched in parallel so speed holds at scale. - **One API key, many integrations:** Connect agents to Pinecone through plugins for Claude Code, Cursor, Copilot, Codex, Gemini CLI, MCP, or a direct REST API with one key. - **Pinecone Nexus knowledge engine:** Serve compiled, governed enterprise knowledge to agents through a single query, cutting token usage and latency versus multi-step RAG loops. - **Console, metrics, and cost estimation:** A browser console and API let teams monitor metrics, explore records, manage namespaces, and estimate workload cost before committing. ## 主要用例 - **Build a RAG pipeline (AI engineer):** Index documents and embeddings so a chatbot answers from your own content instead of generic model knowledge. - **Power agent retrieval (Platform team):** Serve compiled, governed enterprise knowledge to agents through a single fast query instead of a multi-step retrieval loop. - **Semantic product search (Product developer):** Run semantic and hybrid search over large catalogs where keyword matching alone misses intent. - **Recommendation features (Data scientist):** Store and retrieve embeddings for recommendations and personalization that adapt to user behavior. ## 优势 - Fully managed, so no index tuning or server ops - Stable low-latency performance as datasets grow - Broad ecosystem integrations and MCP support - Nexus reduces token cost and latency for agent retrieval - Strong enterprise compliance and governance story ## 局限 - Usage-based billing can grow with heavy query volume if left unmonitored - Requires some engineering effort to integrate and design schemas properly - Enterprise compliance features sit behind higher-priced arrangements ## 常见问题 ### Is Pinecone self-hosted? Pinecone runs as a fully managed service on its own cloud infrastructure, while pg_pinecone and other tooling extend search to data in your own Postgres. The core hosted database is a managed offering rather than a self-hosted download. ### What is Pinecone Nexus? Nexus is Pinecone's knowledge engine for agents. It compiles enterprise data into governed knowledge once and then serves it through a single query, which the company reports as using 85-97% fewer tokens per query and delivering up to 30x faster time-to-completion than agentic RAG in benchmark testing. ### Can I start for free? Yes. You can create your first index for free and then pay as you go when your workload scales, so there is no fixed commitment to start. ### Is Pinecone suitable for enterprise compliance needs? Pinecone publishes SOC 2 Type II, HIPAA, GDPR, and ISO 27001 compliance alongside encryption, SSO, RBAC, CMEK, and private networking options for enterprise deployments. ### Pinecone 的月流量和增长趋势如何？ Pinecone 目前每月获得 28.67万访问量，月度环比流量变化为 -12.89万（增长率 -31%）。其主要来源市场是美国（30.2% 份额），包括每月 11.86万次直接访问和每月 — 次自然搜索访问。 ### Pinecone 免费吗？它的定价模式是什么？ Pinecone 采用免费增值，付费，定价请咨询定价模式。Freemium and usage-based. You can create your first index for free and pay as you go as workloads scale, with higher tiers for dedicated capacity and enterprise agreements. Check the official pricing page and cost estimator for current rates. 支持的计费和结账平台包括：未列出。 ### 2026 年 Pinecone 的最佳替代方案有哪些？ 基于 OpenAITools.app 的分类流量和功能契合度，Pinecone 的前五个替代方案是：1. Qdrant（7.3万次访问/月）; 2. Zilliz（10.89万次访问/月）; 3. Trieve（1946 次访问/月）; 4. MyScale（1.94万次访问/月）; 5. Ragie（7557 次访问/月）。 ### Pinecone 支持哪些平台和核心 AI 能力？ Pinecone 被归类在 AI API, AI 搜索引擎, AI Agent, AI Developer Tools 下，支持以下平台：网站，其核心能力标签包括：向量数据库, 向量搜索, 语义搜索, AI, 机器学习, 向量嵌入。 ## 替代工具 | 工具名称 | 月访问量 | 定价模式 | 对比 | | :--- | :--- | :--- | :--- | | [Qdrant](https://openaitools.app/zh/tool/qdrant-io) | 72,992 | 免费增值，定价请咨询 | [对比](https://openaitools.app/zh/compare/pinecone-vs-qdrant-io) | | [Zilliz](https://openaitools.app/zh/tool/zilliz) | 108,886 | Freemium, Paid, Free, Contact for Pricing | [对比](https://openaitools.app/zh/compare/pinecone-vs-zilliz) | | [Trieve](https://openaitools.app/zh/tool/trieve) | 1,946 | 定价请咨询 | [对比](https://openaitools.app/zh/compare/pinecone-vs-trieve) | | [MyScale](https://openaitools.app/zh/tool/myscale-com) | 19,350 | 定价请咨询，免费 | [对比](https://openaitools.app/zh/compare/myscale-com-vs-pinecone) | | [Ragie](https://openaitools.app/zh/tool/ragie) | 7,557 | 免费增值，免费试用，免费 | [对比](https://openaitools.app/zh/compare/pinecone-vs-ragie) | | [supermemory](https://openaitools.app/zh/tool/supermemory-1) | 156,579 | 定价请咨询 | [对比](https://openaitools.app/zh/compare/pinecone-vs-supermemory-1) | | [Shaped](https://openaitools.app/zh/tool/shaped) | 11,871 | 定价请咨询 | [对比](https://openaitools.app/zh/compare/pinecone-vs-shaped) | | [Meilisearch](https://openaitools.app/zh/tool/meilisearch) | 119,713 | 免费试用，定价请咨询 | [对比](https://openaitools.app/zh/compare/meilisearch-vs-pinecone) | | [Jina AI](https://openaitools.app/zh/tool/jina-ai) | 280,782 | 免费增值，付费 | [对比](https://openaitools.app/zh/compare/jina-ai-vs-pinecone) | | [HydraDB OSS](https://openaitools.app/zh/tool/hydradb-oss) | 29,635 | 免费增值，定价请咨询 | [对比](https://openaitools.app/zh/compare/hydradb-oss-vs-pinecone) | --- 来源：https://openaitools.app/zh/tool/pinecone