Databricks is named by AI engines in 38 questions across 19 segments.
Where it is named
| Question | Avg position | Named in | Engines |
|---|---|---|---|
| What are the top 10 data analysis tools? Data Privacy | #1.0 | 1 of 5 answers | Copilot |
| What are the top 10 tools for big data analytics? Product Analytics | #1.8 ±0.8 | 5 of 5 answers | ChatGPT, Google AI Mode, Gemini, Perplexity, Copilot |
| Who are the most influential voices on ML infrastructure & MLOps? MLOps | #2.0 ±1.4 | 2 of 2 answers | Google AI Mode, Copilot |
| What are the top 10 ETL tools? Analytics Engineering | #2.0 | 1 of 13 answers | Gemini |
| The Great Unstacking: Your MarTech Stack May Be Obsolete in the Age of Agentic AI Marketing Operations | #2.0 | 1 of 5 answers | Gemini |
| Who are the most influential voices on LLMOps & inference? LLMOps | #2.5 ±0.7 | 2 of 3 answers | Google AI Mode, Gemini |
| What are the top 10 tools for big data analytics? Analytics Engineering | #2.9 ±2.1 | 18 of 18 answers | ChatGPT, Google AI Mode, Gemini, Perplexity, Copilot |
| What are the top Modern data stack & analytics engineering tools in 2026? Analytics Engineering | #3.5 ±1.4 | 15 of 15 answers | ChatGPT, Google AI Mode, Gemini, Perplexity, Copilot |
| What is the best analytics tool? Product Analytics | #4.0 | 3 of 12 answers | ChatGPT, Perplexity, Copilot |
| What are the top 5 data analysis tools? People Analytics | #4.0 | 1 of 5 answers | Copilot |
| What are the big 5 AI platforms? AI Memory | #4.0 | 1 of 5 answers | Perplexity |
| What are the top 10 big data tools? Product Analytics | #4.2 ±4.4 | 5 of 5 answers | ChatGPT, Google AI Mode, Gemini, Perplexity, Copilot |
| What are the best tools for Modern data stack & analytics engineering? Analytics Engineering | #4.4 ±1.5 | 11 of 12 answers | ChatGPT, Google AI Mode, Gemini, Perplexity, Copilot |
| What are some modern data analytical tools? Analytics Engineering | #5.1 ±2.2 | 7 of 8 answers | ChatGPT, Google AI Mode, Gemini, Perplexity, Copilot |
| What are the top Data science & ML engineering tools in 2026? Data Science | #5.5 ±4.2 | 11 of 12 answers | ChatGPT, Google AI Mode, Gemini, Perplexity, Copilot |
| Is fine-tuning and training the same thing? Fine-Tuning | #6.0 | 1 of 2 answers | Google AI Mode |
| Which AI tool is best for predictions? Prediction markets | #6.0 | 1 of 8 answers | Copilot |
| What are the best tools for data analytics? People Analytics | #6.6 ±2.3 | 9 of 14 answers | ChatGPT, Google AI Mode, Gemini, Perplexity, Copilot |
| What are the best tools for data engineering? Data Science | #6.6 ±4.0 | 13 of 15 answers | ChatGPT, Google AI Mode, Gemini, Perplexity, Copilot |
| Which company is best for AI engineers? GTM Engineering | #6.8 ±1.7 | 4 of 5 answers | Google AI Mode, Gemini, Perplexity, Copilot |
| What tools should a data engineer know? Data Privacy | #7.0 ±4.4 | 5 of 10 answers | ChatGPT, Google AI Mode, Copilot |
| Is post training the same as fine-tuning? Fine-Tuning | #7.0 | 1 of 1 answer | Google AI Mode |
| What platform is best for fine-tuning LLMs? Fine-Tuning | #7.7 ±2.5 | 3 of 16 answers | ChatGPT, Perplexity |
| Which tool is best for data science? Data Science | #7.7 ±3.8 | 3 of 13 answers | Google AI Mode, Copilot |
| What are the top 10 analytics tools? People Analytics | #7.7 ±2.1 | 7 of 13 answers | Google AI Mode, Perplexity, Copilot |
| What are the best tools for LLMOps? LLMOps | #8.0 ±3.5 | 3 of 12 answers | ChatGPT, Gemini, Perplexity |
| What are common analytics tools? Sports Tech | #8.0 | 1 of 5 answers | Copilot |
| What is the best data analytics tool? Product Analytics | #8.0 | 1 of 5 answers | Perplexity |
| What are the top 10 analytics tools? Enterprise GTM | #8.7 ±0.6 | 3 of 5 answers | Google AI Mode, Perplexity, Copilot |
| What are the top 10 analytics tools? Sports Tech | #9.0 | 3 of 7 answers | ChatGPT, Google AI Mode, Copilot |
| What are the top 10 analytics tools? Data Privacy | #10.0 ±1.4 | 2 of 5 answers | Google AI Mode, Copilot |
| Which AI is best for ML research? ML research-to-production gap | #11.0 | 1 of 4 answers | Gemini |
| What are the best tools for Climate tech? Climate tech | #14.0 | 1 of 13 answers | ChatGPT |
| What are the best tools for Data science & ML engineering? Data Science | #14.7 ±9.4 | 7 of 13 answers | ChatGPT, Google AI Mode, Gemini, Copilot |
| What are the best tools for RevOps & revenue architecture? Revenue Operations | #15.5 ±0.6 | 4 of 13 answers | ChatGPT, Google AI Mode, Gemini, Perplexity |
| What are the best tools for Fintech? Fintech | #17.0 | 1 of 12 answers | ChatGPT |
| What software is best for fintech companies? Fintech | #18.0 | 1 of 5 answers | ChatGPT |
| What software do quant traders use? Quant Trading | #30.0 | 1 of 15 answers | ChatGPT |
Which engines name it — and which do not
- Copilot23 questions
- Google AI Mode22 questions
- ChatGPT20 questions
- Perplexity18 questions
- Gemini17 questions
Copilot names Databricks in 23 questions, Google AI Mode names Databricks in 22 questions, ChatGPT names Databricks in 20 questions, Perplexity names Databricks in 18 questions and Gemini names Databricks in 17 questions.
Counted from the questions above. A question may not have run on every engine.
Where it is strongest and weakest
Strongest
- What are the top 10 data analysis tools?#1.0 ±0.0
- What are the top 10 tools for big data analytics?#1.8 ±0.8
- Who are the most influential voices on ML infrastructure & MLOps?#2.0 ±1.4
Weakest
- What software do quant traders use?#30.0 ±0.0
- What software is best for fintech companies?#18.0 ±0.0
- What are the best tools for Fintech?#17.0 ±0.0
± 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 6, 2026, last seen Sep 8, 2026. This page is generated from observations only — it is not claimed or edited by Databricks.