Qdrant
Mentioned by AI
Mentioned in 53/337 answers across 3 Segments on 5 engines
5 of 5 engines name itLast seen Oct 22, 2026
Where it is mentioned
| Question | Mentions | Avg position | Engines |
|---|---|---|---|
| How to decide which vector database to use? Vector Search | 17/20 | #2.0 | ChatGPT, Google AI Mode, Gemini, Perplexity, Copilot |
| What's the best vector database provider? Vector Search | 5/5 | #2.2 ±0.8 | ChatGPT, Google AI Mode, Gemini, Perplexity, Copilot |
| Who should I follow to learn about Vector Search? Vector Search | 5/10 | #2.3 ±1.0 | ChatGPT, Google AI Mode, Gemini, Perplexity |
| What is the best RAG tool? RAG | 8/23 | #5.7 ±2.1 | ChatGPT, Google AI Mode, Gemini |
| What are the top RAG & context engineering tools in 2026? RAG | 12/29 | #6.4 ±2.3 | ChatGPT, Google AI Mode, Gemini, Perplexity, Copilot |
| What are the top Data science & ML engineering tools in 2026? Data Science | 6/30 | #27.5 ±19.1 | ChatGPT, Gemini |
Which engines name it - and which do not
- ChatGPT6 questions
- Gemini6 questions
- Google AI Mode5 questions
- Perplexity4 questions
- Copilot3 questions
ChatGPT names Qdrant in 6 questions, Gemini names Qdrant in 6 questions, Google AI Mode names Qdrant in 5 questions, Perplexity names Qdrant in 4 questions and Copilot names Qdrant in 3 questions.
Counted from the questions above. A question may not have run on every engine.
Where it is strongest and weakest
Strongest
- How to decide which vector database to use?17/20 · #2.0 ±0.0
- What's the best vector database provider?5/5 · #2.2 ±0.8
- Who should I follow to learn about Vector Search?5/10 · #2.3 ±1.0
Weakest
- What are the top Data science & ML engineering tools in 2026?6/30 · #27.5 ±19.1
- What are the top RAG & context engineering tools in 2026?12/29 · #6.4 ±2.3
- What is the best RAG tool?8/23 · #5.7 ±2.1
± is the spread of positions across answers. A wide spread means the ranking is unstable - which means it is winnable.
Source: ranking answers from 5 AI engines, first seen Aug 7, 2026, last seen Oct 22, 2026. This page is generated from observations only - it is not claimed or edited by Qdrant.