SpecialistReal-time AI answer engine and research workspace combining live web citations with frontier reasoning models.
SpecialistReal-time AI answer engine and research workspace combining live web citations with frontier reasoning models.
Tavily records 989,998 monthly visits with -0.8% month-over-month growth and Contact for Pricing pricing. Polygres records 4,018 monthly visits with -52.3% growth and Freemium pricing.
Graph, vector and text retrieval for AI agents on your Postgres
| Dimension / Metric | ||
|---|---|---|
| Official Domain | tavily.com | polygres.com |
| Pricing Model | Contact for Pricing | Freemium |
| Monthly Visits | 990K (989,998) | 4.02K (4,018) |
| MoM Traffic Delta | -8.34K (-0.8%) | -4.41K (-52.3%) |
| Primary Market & Share | 🇨🇳 China (21.2%) | 🌐 Global (—) |
| Direct Visits / mo | 484.11K | 1.61K |
| User Rating | 4.6 | 4.1 |
| Supported Platforms | Website | Website |
The real-time web access layer for AI agents and deep research
A fast, relevant search endpoint that returns grounded results and relevant content chunks ready for LLM consumption.
Pull clean, structured content from any URL so language models work with readable text instead of raw HTML.
An in-depth research endpoint that runs multi-step web investigation and returns synthesised, cited findings.
Extract content from entire websites and discover URLs across any domain to build a knowledge base.
Graph, vector and text retrieval for AI agents on your Postgres
Query graph, vector, full-text and hybrid retrieval through one consistent interface instead of stitching multiple systems together.
The open-source pgGraph engine follows relationships across your records, enabling multi-hop and shortest-path retrieval without moving data.
Semantic search over embeddings combines with sparse and full-text matching so queries that mix meaning and exact terms still work.
A dashboard playground, CLI for imports and configuration, and a typed Python SDK make it straightforward to prototype and then ship.
SpecialistReal-time AI answer engine and research workspace combining live web citations with frontier reasoning models.
SpecialistReal-time AI answer engine and research workspace combining live web citations with frontier reasoning models.

SpecialistProvides ready-to-run web scrapers and crawlers via cloud actors, offering more robust automation than basic search APIs.
SpecialistProvides ready-to-run web scrapers and crawlers via cloud actors, offering more robust automation than basic search APIs.
Free / Open-sourceSpecializes in crawling and converting websites into clean LLM-ready markdown, whereas Tavily focuses more on search.
Free / Open-sourceSpecializes in crawling and converting websites into clean LLM-ready markdown, whereas Tavily focuses more on search.

Web search API and crawler built for AI agents

Search and inference APIs that give AI models real-time web data
AI search and retrieval platform for modern apps and commerce
SpecialistThe data, evaluations and systems behind AI that has to be right.
SpecialistThe data, evaluations and systems behind AI that has to be right.
The managed vector database and knowledge engine for production AI

A memory and continual-learning engine that gives any AI agent persistent context
A memory and continual-learning engine that gives any AI agent persistent context

Independent web search and agent grounding API built on the Ahrefs index
Independent web search and agent grounding API built on the Ahrefs index

Fully managed Vector Lakebase and vector database for enterprise AI, built by the creators of Milvus
Fully managed Vector Lakebase and vector database for enterprise AI, built by the creators of Milvus
Free / Open-sourceOpen-source, high-performance vector search at any scale