Firecrawl records 1,828,239 monthly visits with -1.9% month-over-month growth and Freemium, Contact for Pricing pricing. Qdrant records 72,992 monthly visits with -38.4% growth and Freemium, Contact for Pricing pricing.
Web data API that turns any site into clean, AI-ready content
Open-source, high-performance vector search at any scale
| Dimension / Metric | ||
|---|---|---|
| Official Domain | firecrawl.dev | qdrant.io |
| Pricing Model | Freemium, Contact for Pricing | Freemium, Contact for Pricing |
| Monthly Visits | 1.83M (1,828,239) | 72.99K (72,992) |
| MoM Traffic Delta | -35.65K (-1.9%) | -45.42K (-38.4%) |
| Primary Market & Share | 🇺🇸 United States (31.8%) | 🇮🇳 India (46%) |
| Direct Visits / mo | 740.26K | 43.79K |
| User Rating | 4.7 | 4.6 |
| Supported Platforms | Website | Website |
Web data API that turns any site into clean, AI-ready content
Multiple endpoints cover discovery, single-page extraction, whole-site crawling, and URL mapping from one API.
Returns Markdown, structured JSON, HTML, links, and screenshots while stripping navigation, ads, and footers to cut token usage.
After scraping, drive clicks, typing, scrolling, and navigation with prompts or code to reach data behind interaction.
Python and Node SDKs, REST API, CLI, and an MCP server let agents and IDEs connect in minutes.
Open-source, high-performance vector search at any scale
Built entirely in Rust with SIMD and a custom Gridstore storage engine for fast, scalable vector search.
Combine dense and sparse vectors in one query, supporting BM25, SPLADE++ and miniCOIL for keyword-plus-vector retrieval.
Store metadata as JSON and apply advanced filters such as nested, text, geo and has_vector, with filters applied during HNSW traversal.
Asymmetric, scalar and binary quantization reduce memory usage by up to 64x while preserving search quality.
SpecialistMassive marketplace of robust web scrapers and actors, but requires more configuration than Firecrawl's simple API.
SpecialistMassive marketplace of robust web scrapers and actors, but requires more configuration than Firecrawl's simple API.
Combines live web search and cloud browsers for agentic automation, but less specialized in clean markdown generation.
SpecialistWeb search API and crawler built for AI agents
Bundles deep research agents and web search APIs, but less centered on raw site-to-markdown conversion.
Bundles deep research agents and web search APIs, but less centered on raw site-to-markdown conversion.
SpecialistEnterprise proxy infrastructure with powerful scraping tools, but significantly higher complexity and pricing for simple markdown conversion.
SpecialistEnterprise proxy infrastructure with powerful scraping tools, but significantly higher complexity and pricing for simple markdown conversion.
SpecialistAI search and retrieval platform for modern apps and commerce
SpecialistThe managed vector database and knowledge engine for production AI
Search foundation built from embeddings, rerankers, and reader APIs
SpecialistCloud browsers for AI agents, scraping, and automation that won't get blocked
SpecialistCloud browsers for AI agents, scraping, and automation that won't get blocked
Free / Open-sourceLightning-fast search engine you can self-host or run in the cloud
Free / Open-sourceLightning-fast search engine you can self-host or run in the cloud
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-sourceUses natural language prompts for extraction with open-source flexibility, but less optimized for massive enterprise crawling.
Free / Open-sourceUses natural language prompts for extraction with open-source flexibility, but less optimized for massive enterprise crawling.
