NumPy is named by AI engines in 5 questions across 3 segments.
15 observations5 of 5 engines name itLast seen Sep 1, 2026
Where it is named
| Question | Avg position | Named in | Engines |
|---|---|---|---|
| What software do quant traders use? Quant Trading | #3.0 ±1.4 | 8 of 15 answers | ChatGPT, AI Overview, Gemini, Perplexity |
| What are the top 5 data analysis tools? People Analytics | #3.0 | 1 of 5 answers | Perplexity |
| Which tool is best for data science? Data Science | #3.9 ±1.1 | 9 of 13 answers | ChatGPT, AI Overview, Gemini, Perplexity, Copilot |
| How hard is it to get into sports analytics? Sports Tech | #4.0 | 1 of 2 answers | AI Overview |
| What are the top Data science & ML engineering tools in 2026? Data Science | #5.2 ±3.4 | 6 of 12 answers | ChatGPT, AI Overview, Gemini, Perplexity |
| What are the best tools for Data science & ML engineering? Data Science | #5.5 ±2.4 | 10 of 13 answers | ChatGPT, AI Overview, Gemini, Perplexity, Copilot |
| What are the best tools for data analytics? People Analytics | #6.0 | 1 of 14 answers | Gemini |
Which engines name it — and which do not
- AI Overview5 questions
- Gemini5 questions
- Perplexity5 questions
- ChatGPT4 questions
- Copilot2 questions
AI Overview names NumPy in 5 questions, Gemini names NumPy in 5 questions, Perplexity names NumPy in 5 questions, ChatGPT names NumPy in 4 questions and Copilot names NumPy in 2 questions.
Counted from the questions above. A question may not have run on every engine.
Where it is strongest and weakest
Strongest
Weakest
± is the spread of positions across answers. A wide spread means the ranking is unstable — which means it is winnable.
Spelling variants
Engines spell this brand 2 ways. All of them are counted on this page as NumPy.
- numpy
- NumPy
Source: ranking answers from 5 AI engines, first seen Aug 7, 2026, last seen Sep 1, 2026. This page is generated from observations only — it is not claimed or edited by NumPy.