Soda
Mentioned by AI
Mentioned in 2/169 answers across 1 Segments on 2 engines
2 of 5 engines name itLast seen Oct 20, 2026
Where it is mentioned
| Question | Mentions | Avg position | Engines |
|---|---|---|---|
| What are the top Data science & ML engineering tools in 2026? Data Science | 2/30 | #34.0 ±11.3 | ChatGPT, Gemini |
Which engines name it - and which do not
- ChatGPT1 question
- Gemini1 question
- Google AI Modenever named
- Perplexitynever named
- Copilotnever named
ChatGPT names Soda in 1 question and Gemini names Soda in 1 question. Google AI Mode, Perplexity, Copilot have not named Soda in any of these questions - that is where the ground is open.
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 Data science & ML engineering tools in 2026?2/30 · #34.0 ±11.3
Fewer than four ranked questions - no separate weakest set.
± 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 Oct 20, 2026. This page is generated from observations only - it is not claimed or edited by Soda.