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。TinyFish 记录了 1,124,952 月访问量,增长率为 +199.7%,定价为免费增值,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.
| 维度 / 指标 | ![]() | |
|---|---|---|
| 官方域名 | pinecone.io | tinyfish.ai |
| 定价模式 | 免费增值,付费,定价请咨询 | 免费增值,定价请咨询 |
| 月访问量 | 28.67万 (286,732) | 112.5万 (1,124,952) |
| 月度环比流量变化 | -12.89万 (-31%) | +74.96万 (+199.7%) |
| 主要市场与份额 | 🇺🇸 美国 (30.2%) | 🇺🇸 美国 (27.4%) |
| 直接访问 / 月 | 11.86万 | 40.13万 |
| 用户评分 | 4.8 | 4.4 |
| 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.

一个 API Key,提供面向智能体的网页搜索、抓取、浏览与自动化能力
真实浏览器渲染的搜索,以结构化 JSON 返回实时、非缓存的结果,且不收取搜索费用。
把任意 URL 转换为省 token 的 Markdown、JSON 或 HTML,在内容到达模型前就剔除导航栏、Cookie 弹窗与广告。
提供可保持状态的完整云浏览器会话,可用 Playwright、Puppeteer 或 Chrome DevTools 协议驱动。
用自然语言给出目标,智能体即可导航、填表并返回结构化结果;监控功能会在被跟踪的页面或主题变化时发出提醒。
免费 / 开源提供更干净、适合 LLM 的 Markdown 转换与爬虫功能,但缺乏 TinyFish 的交互式云端浏览器自动化能力。

提供强大的无头浏览器自动化和控制,但比起托管的 Agent API,需要更多自定义开发。
提供强大的无头浏览器自动化和控制,但比起托管的 Agent API,需要更多自定义开发。

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。

专项更强Provides independent web search and agent grounding, but lacks content fetching and browser automation features.

专项更强Lightning-fast open-source search engine optimized for keyword and text retrieval, but less tailored for dense vector embeddings.
专项更强Lightning-fast open-source search engine optimized for keyword and text retrieval, but less tailored for dense vector embeddings.

专为大规模企业级应用构建的全托管 Milvus 向量数据库,提供比 Pinecone 更深入的 SQL 支持。
免费 / 开源Uses natural language prompts for open-source web scraping, but offers fewer managed enterprise cloud browser features.
免费 / 开源Uses natural language prompts for open-source web scraping, but offers fewer managed enterprise cloud browser features.

Provides reliable proxy and web scraping endpoints for data extraction, but lacks advanced agentic cloud browser workflows.
Provides reliable proxy and web scraping endpoints for data extraction, but lacks advanced agentic cloud browser workflows.