Dataset size
The latest Data Science and Machine Learning Platforms run found 13 recommended brands and 7 cited sources in AI answers.
Data Science and Machine Learning Platforms
This weekly AI Brand Index shows how AI tools answer buyer questions in the Data Science and Machine Learning Platforms category. SupaIntent asks each LLM the same question: which brands are the most visible, significant, and recommended in that niche. Each system returns its own top. We track which brands are recommended, which sources are cited, and how rankings change week over week. Use it to see the freshest AI visibility data for this category.
Updated 4 October 2026
Brands
Category coverage
13
ranked across AI engines
Sources
Evidence base
7
domains cited in answers
Brand sites
Official share
7%
from brand-owned domains
AI model filter
Position history
Position history chart for the top brands in this AI Brand Index category. Lower rank numbers mean stronger visibility.
| Brand | Latest rank |
|---|---|
| Databricks | 1 |
| 2 | |
| Amazon Web Services | 3 |
| Microsoft | 4 |
| Dataiku | 5 |
Amazon Web ServicesWhat AI tools say about Data Science and Machine Learning Platforms
Movement
What changed this week?
Databricks held the top position, but the ranking below it moved sharply: H2O.ai and Dataiku dropped at least three positions.
Sources
Which sources shape AI answers?
No single publisher dominates. The most cited sources are Gartner, G2 and G2, which means the citation field is open.
Citation-ready
Key facts from this AI Brand Index report
Current leader
Databricks ranks #1 for Data Science and Machine Learning Platforms in the latest SupaIntent AI Brand Index run.
Top brands
Databricks, Google, and Amazon Web Services lead Data Science and Machine Learning Platforms across AI answers from ChatGPT, Google AI Mode, Gemini and Perplexity.
Brand sites
Gartner, G2, and G2 are the most cited brand sites in this category.
Weekly movement
Top 10 onlyBiggest gains
Moved up this week
Snowflake4 to #9
Biggest losses
Moved down this week
H2O.ai4 to #12
Dataiku3 to #5
Unchanged at the top
Leader held position
Databricksstayed #1
Rank history
Weekly rank changes for the current top 10
| Rank | Brand | Previous | Current | Change | Best |
|---|---|---|---|---|---|
| #1 | #1 | #1 | 0 | #1 | |
| #2 | #4 | #2 | 2 | #1 | |
| #3 | Amazon Web Services | #3 | #3 | 0 | #2 |
| #4 | #5 | #4 | 1 | #2 | |
| #5 | #2 | #5 | 3 | #2 | |
| #6 | #7 | #6 | 1 | #5 | |
| #7 | #6 | #7 | 1 | #4 | |
| #8 | #9 | #8 | 1 | #4 | |
| #9 | #13 | #9 | 4 | #9 | |
| #10 | #11 | #10 | 1 | #7 |
Current brand snapshot
13 brands
| # | Pos. | Brand |  ChatGPT |  Google AI Mode |  Gemini |  Perplexity | Seen in |
|---|---|---|---|---|---|---|---|
| 1 | 0 | #1 | #4 | #1 | - | | |
| 2 | +2 | #2 | #2 | #2 | - | | |
| 3 | 0 | #6 | #3 | #3 | - | | |
| 4 | +1 | #7 | #1 | #4 | - | | |
| 5 | -3 | #5 | #5 | #5 | - | | |
| 6 | +1 | #4 | #6 | #6 | - | | |
| 7 | -1 | #8 | #8 | #7 | - | | |
| 8 | +1 | #3 | - | - | - | | |
| 9 | +4 | #9 | #7 | - | - | | |
| 10 | +1 | #10 | #9 | #10 | - | | |
| 11 | -2 | - | - | #8 | - | | |
| 12 | -4 | - | - | #9 | - | | |
| 13 | +1 | - | #10 | - | - | |
Position history
Position history chart for the top brands in this AI Brand Index category. Lower rank numbers mean stronger visibility.
| Brand | Latest rank |
|---|---|
| Databricks | 1 |
| Google Cloud | 2 |
| SAS | 3 |
| IBM watsonx | 4 |
| Dataiku | 5 |
Amazon Web ServicesCurrent brand snapshot
10 brands
| # | Pos. | Brand | ChatGPT | Google AI Mode | Gemini | Perplexity | Seen in |
|---|---|---|---|---|---|---|---|
| 1 | 0 | #1 | - | - | - | | |
| 2 | +3 | #2 | - | - | - | | |
| 3 | +3 | #3 | - | - | - | | |
| 4 | New | #4 | - | - | - | | |
| 5 | -3 | #5 | - | - | - | | |
| 6 | -3 | #6 | - | - | - | | |
| 7 | -2 | #7 | - | - | - | | |
| 8 | -1 | #8 | - | - | - | | |
| 9 | 0 | #9 | - | - | - | | |
| 10 | 0 | #10 | - | - | - | |
Position history
Position history chart for the top brands in this AI Brand Index category. Lower rank numbers mean stronger visibility.
| Brand | Latest rank |
|---|---|
| Microsoft | 1 |
| 2 | |
| Amazon Web Services | 3 |
| Databricks | 4 |
| Dataiku | 5 |
Amazon Web ServicesCurrent brand snapshot
10 brands
| # | Pos. | Brand | ChatGPT | Google AI Mode | Gemini | Perplexity | Seen in |
|---|---|---|---|---|---|---|---|
| 1 | +3 | - | #1 | - | - | | |
| 2 | 0 | - | #2 | - | - | | |
| 3 | 0 | - | #3 | - | - | | |
| 4 | -3 | - | #4 | - | - | | |
| 5 | 0 | - | #5 | - | - | | |
| 6 | +1 | - | #6 | - | - | | |
| 7 | +1 | - | #7 | - | - | | |
| 8 | -2 | - | #8 | - | - | | |
| 9 | 0 | - | #9 | - | - | | |
| 10 | -1 | - | #10 | - | - | |
Current source snapshot
1 sources
| # | Source | Ment.Mentions | LLMs |
|---|---|---|---|
| 1 | 10 | |
Position history
Position history chart for the top brands in this AI Brand Index category. Lower rank numbers mean stronger visibility.
| Brand | Latest rank |
|---|---|
| Databricks | 1 |
| Google Cloud | 2 |
| Amazon Web Services | 3 |
| Microsoft | 4 |
| Dataiku | 5 |
Amazon Web ServicesCurrent brand snapshot
10 brands
| # | Pos. | Brand | ChatGPT | Google AI Mode | Gemini | Perplexity | Seen in |
|---|---|---|---|---|---|---|---|
| 1 | 0 | - | - | #1 | - | | |
| 2 | +3 | - | - | #2 | - | | |
| 3 | +1 | - | - | #3 | - | | |
| 4 | +2 | - | - | #4 | - | | |
| 5 | -3 | - | - | #5 | - | | |
| 6 | New | - | - | #6 | - | | |
| 7 | -4 | - | - | #7 | - | | |
| 8 | -1 | - | - | #8 | - | | |
| 9 | 0 | - | - | #9 | - | | |
| 10 | -1 | - | - | #10 | - | |
Common AI search questions about Data Science and Machine Learning Platforms
Q1
Who leads Data Science and Machine Learning Platforms in AI answers?
Databricks is the most recommended data science and machine learning platforms brand in the latest AI Brand Index run. The next highest-ranked brands are Google and Amazon Web Services. Per-engine leader data is not available for this run.
Q2
Which cited sources are used for Data Science and Machine Learning Platforms?
The most cited sources for data science and machine learning platforms recommendations are Gartner, G2 and G2, out of 7 tracked sources. No single publisher dominates. The most cited sources are Gartner, G2 and G2, which means the citation field is open.
Q3
How fresh is this Data Science and Machine Learning Platforms ranking?
The AI Brand Index updates every Sunday. In the latest run, Snowflake, H2O.ai and Dataiku moved three or more positions in the data science and machine learning platforms index.
How to cite this report
Cite the canonical SupaIntent report page when referencing this AI visibility ranking.
SupaIntent AI Brand Index: Data Science and Machine Learning Platforms. https://supaintent.com/ai-brand-index/artificial-intelligence-data-science-and-machine-learning-platforms
Report data
Download the same ranking data used by the chart, tables and Dataset schema.
AI Brand Index methodology
Rankings use collected AI answers, cited sources, brand-site matching, and provider-level position history.
- SupaIntent measures buying-intent AI answers across ChatGPT, Google AI Mode, Gemini and Perplexity.
- This report uses the latest observed AI answers for Data Science and Machine Learning Platforms, including 13 recommended brands and 7 cited sources.
- Brand sites are identified from official domains and subdomains, then separated from review, community and publisher sources.
- Weekly movement compares the latest rank with the previous collected position for each brand.
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