
Enterprise developer platform and API for deploying GPT-6 Astra, Sol, Luna, and realtime multimodal agents.
Enterprise developer platform and API for deploying GPT-6 Astra, Sol, Luna, and realtime multimodal agents.
Qdrant records 72,992 monthly visits with -38.4% month-over-month growth and Freemium, Contact for Pricing pricing. You.com records 948,349 monthly visits with +7% growth and Freemium pricing.
Open-source, high-performance vector search at any scale
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | qdrant.io | you.com |
| Pricing Model | Freemium, Contact for Pricing | Freemium |
| Monthly Visits | 72.99K (72,992) | 948.35K (948,349) |
| MoM Traffic Delta | -45.42K (-38.4%) | +61.92K (+7%) |
| Primary Market & Share | 🇮🇳 India (46%) | 🇺🇸 United States (24.5%) |
| Direct Visits / mo | 43.79K | 639.15K |
| User Rating | 4.6 | 4.4 |
| Supported Platforms | Website | Website |
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.

Search and inference APIs that give AI models real-time web data
Ranked web and news results returned in around 0.4 seconds at p50, with highlights, knowledge, extraction and domain filters for production RAG workloads.
Submit URLs you already have and get back clean Markdown or HTML per page, priced per page returned rather than per request.
Answer returns a cited response in one call, while Research plans, reads full pages and cross-references sources across five depth tiers.
One OpenAI-compatible chat completions API that runs leading open-weight models with automatic multi-provider failover.

Enterprise developer platform and API for deploying GPT-6 Astra, Sol, Luna, and realtime multimodal agents.
Enterprise developer platform and API for deploying GPT-6 Astra, Sol, Luna, and realtime multimodal agents.
SpecialistExceptional consumer answer engine with verified citations, but less flexible raw developer API data feeds.
SpecialistExceptional consumer answer engine with verified citations, but less flexible raw developer API data feeds.

Includes cloud browser automation and live fetching for web agents, but less optimized for traditional textual search queries.

Neural web search API specifically engineered for LLM agents, but offers less consumer chatbot interface polish.
Bundles deep research crawling and search into a developer API, but lacks generalized multi-model inference endpoints.
Bundles deep research crawling and search into a developer API, but lacks generalized multi-model inference endpoints.
SpecialistPowerful enterprise neural search and discovery platform, but focuses more on internal site search than live web retrieval.
SpecialistPowerful enterprise neural search and discovery platform, but focuses more on internal site search than live web retrieval.
SpecialistThe managed vector database and knowledge engine for production AI

Provides specialized URL-to-Markdown reading and neural rerankers, but less comprehensive out-of-the-box real-time web search.
Provides specialized URL-to-Markdown reading and neural rerankers, but less comprehensive out-of-the-box real-time web search.

SpecialistOne universal API for 500+ AI models and 1,000+ agentic tools

Powered by the independent Ahrefs index for clean search results, but smaller overall ecosystem integration for AI agents.
Powered by the independent Ahrefs index for clean search results, but smaller overall ecosystem integration for AI agents.

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