Apache Spark
Apache Spark from Apache Software Foundation is named by 5 of 5 AI engines in 53 questions across 14 Segments.
Mentioned in 29/178 answers across 1 Segments on 5 engines
Where it is mentioned
| Question | Mentions | Avg position | Engines |
|---|---|---|---|
| What are the best tools for data engineering? Data Science | 10/10 | #5.2 ±4.4 | ChatGPT, Google AI Mode, Gemini, Perplexity, Copilot |
| What are the top Data science & ML engineering tools in 2026? Data Science | 19/34 | #6.8 ±1.6 | ChatGPT, Google AI Mode, Gemini, Perplexity, Copilot |
Which engines name it - and which do not
- ChatGPT2 questions
- Google AI Mode2 questions
- Gemini2 questions
- Perplexity2 questions
- Copilot2 questions
ChatGPT names Apache Spark in 2 questions, Google AI Mode names Apache Spark in 2 questions, Gemini names Apache Spark in 2 questions, Perplexity names Apache Spark in 2 questions and Copilot names Apache Spark in 2 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 best tools for data engineering?10/10 · #5.2 ±4.4
- What are the top Data science & ML engineering tools in 2026?19/34 · #6.8 ±1.6
± 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 Apache Spark.
- Apache Spark
- Apache Spark MLlib
Source: ranking answers from 5 AI engines, first seen Aug 7, 2026, last seen Nov 5, 2026. This page is generated from observations only - it is not claimed or edited by Apache Spark.