Qdrant

Observed profile

Vector database and search engine for AI applications.

As of , AIIStack tracks Qdrant's Popularity score at 72.14/100, up 0 points.

Headquarters
Not disclosed
Founded
Founded year not disclosed
Official website
qdrant.tech

Cohort-normalized indicators

Company scorecard

Popularity score
72.14/100
Change
0 pts
Interpretation
Current cohort score
Innovation score
43.57/100
Change
11.43 pts
Interpretation
Current cohort score
Momentum score
43.57/100
Change
17.14 pts
Interpretation
Current cohort score

Activity timeline

Material changes

Updated
Pricing change
Notable

Pricing page changed: Enterprise · Free · Team · Usage-based

Mention spike
Monitor

7 new attributable Hacker News discussions were observed in the last seven days.

Mention spike
Monitor

3 new attributable Hacker News discussions were observed in the last seven days.

Pricing change
Notable

Pricing page changed: Enterprise · free · Team · Usage-based

Mention spike
Notable

17 new attributable Hacker News discussions were observed in the last seven days.

Mention spike
Notable

17 new attributable Hacker News discussions were observed in the last seven days.

Discussion intelligence

Recent Hacker News mentions

All market discussions
comment

Ask HN: Who wants to be hired? (August 2026)

Location: Istanbul, Türkiye Remote: Yes Willing to relocate: Depends on the opportunity Technologies: Rust, C/C++, Python, TypeScript, Dart, Linux, eBPF/XDP, kernel networking, embedded systems, RTOS, WebRTC, STT/LLM/TTS, RAG, asyncio, PostgreSQL, Qdrant, Docker, AWS, GCP, Azure, Flutter, Svelte, security, access control, observability Résumé/CV: https://www.msakg.com GitHub: https://github.com/imsakg LinkedIn: https://www.linkedin.com/in/msakg Email: msa@msakg.com Senior/Lead Software Engineer with 7+ years of experience across real-time AI systems, backend/platform engineering, Linux, kernel networking, embedded/RTOS, infrastructure, WebRTC, and security products. Open to Senior/Staff/Lead rol…

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Ask HN: Who wants to be hired? (August 2026)

Location: San Diego, US Remote: Yes (open to hybrid or in-person) Willing to relocate: Yes (preferred Bay Area, NYC, Austin, and Boston) Visa: F-1 OPT, 3 years of US work authorization (STEM OPT eligible) Technologies: Python, PyTorch, Hugging Face, LLMs, RAG, Qdrant, Hybrid Retrieval (BM25 + dense), Cross-Encoder Reranking, PEFT/LoRA, LangGraph, NLP, Computer Vision, PySpark, Vertex AI, AWS, GCP, Docker, Kubernetes, W&B, Airflow, SQL, C++ Resume/CV: https://kubershahi.github.io Email: kshahi@ucsd.edu ML Engineer / AI Engineer with 2+ years of industry experience across ML systems, NLP, and large-scale data pipelines. Currently a Graduate Student Researcher at UCSD's BIAG Lab, where I built an end-to-end PyTorch/CUDA pipeline for registration-error regression…

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Ask HN: Who wants to be hired? (August 2026)

Location: Mumbai, India Remote: Yes Willing to relocate: Yes — Hyderabad or Bengaluru preferred Technologies: Node.js, TypeScript, JavaScript, Express, LoopBack, REST, microservices, PostgreSQL, Oracle, MySQL, Redis, Elasticsearch, Docker, Linux, Jenkins, AWS, Python, React, Next.js, React Native, LangChain, RAG, Qdrant, OpenAI, Gemini Résumé/CV: https://drive.google.com/file/d/1McNKRI8AjV41mFbi9iz2hMiKZec... Email: codeursahil2233@gmail.com Know more about me: https://www.sahilsdevlab.com/ Senior SDE at Valuefy, a wealth-management fintech — about three years in, promoted to Senior within a year of graduating. I own backend delivery across three HDFC Bank programs: a domestic portfolio reporting platform, an offshore product for high-AUM clien…

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Qwen3.8 Max now ranked as the best overall model by agentic index

Oh I do. Headless 128GB RAM machine serving llama.cpp with a number of local models that I use on a daily basis. • Qwen3-VL picks up new images in a NAS, auto captions and adds the text descriptions as a hidden EXIF layer into the image, which is used for fast search and organization in conjunction with a Qdrant vector database. • Gemma3:27b is used for personal translation work (mostly English and Chinese). • Some small 8b models (like llama3.1) for sentiment analysis on text. But haven't really tried using local LLMs in conjunction with agentic harnesses yet.

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Public discussion records are evidence of conversation, not a sentiment or product-quality verdict.

Source-backed company graph

Documented relationships

These are directed, attributable graph assertions—not inferred similarity or paid placement.

alternative

Qdrant is documented as alternative to Weaviate.

88%
alternative

Qdrant is documented as alternative to Pinecone.

88%
alternative

Weaviate is documented as alternative to Qdrant.

88%
alternative

Pinecone is documented as alternative to Qdrant.

88%

Competitive context

Qdrant alternatives and competitors to monitor

weaviate.io

Open-source vector database and hybrid-search platform for AI applications.

Vector databases
Momentum score
66.43/100
Score change
5.72

pinecone.io

Managed vector database for semantic search and AI applications.

Vector databases
Innovation score
26.43/100
Score change
-5.71