Groq records 3,987,936 monthly visits with +10% month-over-month growth and Paid pricing. Qdrant records 72,992 monthly visits with -38.4% growth and Freemium, Contact for Pricing pricing.
Ultra-fast AI inference on the LPU and LPX platform
Open-source, high-performance vector search at any scale
| Dimension / Metric | | |
|---|---|---|
| Official Domain | groq.com | qdrant.io |
| Pricing Model | Paid | Freemium, Contact for Pricing |
| Monthly Visits | 3.99M (3,987,936) | 72.99K (72,992) |
| MoM Traffic Delta | +362.74K (+10%) | -45.42K (-38.4%) |
| Primary Market & Share | 🇮🇳 India (19.3%) | 🇮🇳 India (46%) |
| Direct Visits / mo | 1.7M | 43.79K |
| User Rating | 4.7 | 4.6 |
| Supported Platforms | Website | Website |
Ultra-fast AI inference on the LPU and LPX platform
Custom accelerators designed specifically for inference rather than training, tuned for very low latency.
Hosted access to popular open models including Llama, Mixtral, Gemma, and Whisper speech models.
An API broadly compatible with common OpenAI-style request formats for quick integration.
Automatic speech recognition with Whisper plus text-to-speech capabilities for voice applications.
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.
SpecialistHigh-efficiency open-weight and hosted reasoning AI powered by DeepSeek-V4 and R1 at ultra-low token costs.
SpecialistHigh-efficiency open-weight and hosted reasoning AI powered by DeepSeek-V4 and R1 at ultra-low token costs.
SpecialistProprietary frontier models with powerful reasoning and multimodal features, but lacking open-weight model hosting and custom inference speeds.
SpecialistProprietary frontier models with powerful reasoning and multimodal features, but lacking open-weight model hosting and custom inference speeds.
SpecialistGoogle's rapid prototyping IDE and developer API workbench for building multimodal applications with Gemini models.
SpecialistGoogle's rapid prototyping IDE and developer API workbench for building multimodal applications with Gemini models.
Unified API gateway aggregating hundreds of models across providers, but acting as a router rather than direct hardware host.
Unified API gateway aggregating hundreds of models across providers, but acting as a router rather than direct hardware host.
Robust cloud platform for open-source model inference, offering extensive fine-tuning support but slightly slower raw speeds.
Robust cloud platform for open-source model inference, offering extensive fine-tuning support but slightly slower raw speeds.
SpecialistWeb search API and crawler built for AI agents
Wafer-scale hardware cloud delivering ultra-fast token generation speeds comparable to Groq, but supporting a more specialized model catalog.
Wafer-scale hardware cloud delivering ultra-fast token generation speeds comparable to Groq, but supporting a more specialized model catalog.
SpecialistAI search and retrieval platform for modern apps and commerce
High-throughput serverless inference for open models, featuring excellent speed and fine-tuning capabilities with broad API compatibility.
Low-cost serverless inference cloud hosting hundreds of open-weight models, but lacking specialized custom hardware accelerators like LPUs.
SpecialistThe managed vector database and knowledge engine for production AI
Search foundation built from embeddings, rerankers, and reader APIs
