Chroma is named by AI engines in 10 questions across 6 segments.
21 observations5 of 5 engines name itLast seen Sep 8, 2026
Where it is named
| Question | Avg position | Named in | Engines |
|---|---|---|---|
| Who are the most influential voices on RAG & context engineering? RAG | #3.0 | 2 of 3 answers | Google AI Mode, Copilot |
| What's the best vector database provider? Vector Search | #5.7 ±1.1 | 3 of 5 answers | Google AI Mode, Perplexity, Copilot |
| Which vector database is the best in 2026? Vector Search | #6.5 ±0.7 | 2 of 5 answers | Perplexity, Copilot |
| What is the best RAG tool? RAG | #7.3 ±1.5 | 3 of 14 answers | ChatGPT, Google AI Mode |
| What are the best tools for AI agents & agentic workflows? AI Agents | #8.0 | 1 of 17 answers | ChatGPT |
| What are the best tools for RAG & context engineering? RAG | #8.7 ±1.5 | 3 of 7 answers | ChatGPT, Google AI Mode, Perplexity |
| What are the top RAG & context engineering tools in 2026? RAG | #9.7 ±2.1 | 3 of 13 answers | ChatGPT, Google AI Mode, Gemini |
| What are the best tools for LLMOps? LLMOps | #10.0 | 1 of 12 answers | Gemini |
| What are the best tools for developing AI agents? AI Coding | #13.0 | 1 of 9 answers | ChatGPT |
| What are the best tools for Data science & ML engineering? Data Science | #18.5 ±0.7 | 2 of 13 answers | Google AI Mode |
Which engines name it — and which do not
- Google AI Mode6 questions
- ChatGPT5 questions
- Perplexity3 questions
- Copilot3 questions
- Gemini2 questions
Google AI Mode names Chroma in 6 questions, ChatGPT names Chroma in 5 questions, Perplexity names Chroma in 3 questions, Copilot names Chroma in 3 questions and Gemini names Chroma in 2 questions.
Counted from the questions above. A question may not have run on every engine.
Where it is strongest and weakest
Strongest
- Who are the most influential voices on RAG & context engineering?#3.0 ±0.0
- What's the best vector database provider?#5.7 ±1.1
- Which vector database is the best in 2026?#6.5 ±0.7
Weakest
± 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 Sep 8, 2026. This page is generated from observations only — it is not claimed or edited by Chroma.