Algolia records 0 monthly visits with 0% month-over-month growth and Freemium pricing. Qdrant records 72,992 monthly visits with -38.4% growth and Freemium, Contact for Pricing pricing.
Agentic, generative, and classic search in one retrieval platform
Open-source, high-performance vector search at any scale
| Dimension / Metric | | |
|---|---|---|
| Official Domain | algolia.com | qdrant.io |
| Pricing Model | Freemium | Freemium, Contact for Pricing |
| Monthly Visits | 0 (0) | 72.99K (72,992) |
| MoM Traffic Delta | 0 (0%) | -45.42K (-38.4%) |
| Primary Market & Share | 🌐 Global (—) | 🇮🇳 India (46%) |
| Direct Visits / mo | 0 | 43.79K |
| User Rating | 4.7 | 4.6 |
| Supported Platforms | Website | Website |
Agentic, generative, and classic search in one retrieval platform
Deliver AI-driven keyword and neural results so users find what they are looking for quickly.
Generate suggestions from behavioral cues and personalize results for each user across their journey.
Let shoppers ask questions in natural language and receive grounded answers via retrieval-augmented generation.
Pin products, promote campaigns, and adapt ranking strategies on category and collection pages without engineering support.
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.
A free, AI-powered academic search engine for 240M+ papers across every scientific field
A free, AI-powered academic search engine for 240M+ papers across every scientific field
SpecialistWeb search API and crawler built for AI agents
Search and inference APIs that give AI models real-time web data
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
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
A search engine built for AI applications, not just people
A search engine built for AI applications, not just people
Free / Open-sourceGraph database built on object storage for agent memory and context
Free / Open-sourceGraph database built on object storage for agent memory and context
SpecialistSQL-native vector database for production GenAI applications
SpecialistSQL-native vector database for production GenAI applications
The relevance engine with a built-in feedback loop
