Dataset size
The latest Machine Learning Software run found 16 recommended brands and 18 cited sources in AI answers.
Machine Learning Software
This weekly AI Brand Index shows how AI tools answer buyer questions in the Machine Learning Software 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
16
ranked across AI engines
Sources
Evidence base
18
domains cited in answers
Brand sites
Official share
2%
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 |
| Amazon Web Services | 2 |
| Dataiku | 3 |
| DataRobot | 4 |
| Google Cloud | 5 |
Amazon Web ServicesWhat AI tools say about Machine Learning Software
Movement
What changed this week?
Databricks held the top position, but the ranking below it moved sharply: Microsoft Azure and SAS dropped at least three positions.
Sources
Which sources shape AI answers?
No single publisher dominates. The most cited sources are Gartner, Topelevens 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 Machine Learning Software in the latest SupaIntent AI Brand Index run.
Top brands
Databricks, Amazon Web Services, and Dataiku lead Machine Learning Software across AI answers from ChatGPT, Google AI Mode, Gemini and Perplexity.
Brand sites
Gartner, Topelevens, and G2 are the most cited brand sites in this category.
Weekly movement
Top 10 onlyBiggest gains
Moved up this week
PyTorch5 to #7
Dataiku4 to #3
Biggest losses
Moved down this week
Microsoft Azure6 to #10
SAS4 to #12
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 | Amazon Web Services | #2 | #2 | 0 | #1 |
| #3 | #7 | #3 | 4 | #3 | |
| #4 | #5 | #4 | 1 | #4 | |
| #5 | #3 | #5 | 2 | #1 | |
| #6 | #6 | #6 | 0 | #5 | |
| #7 | #12 | #7 | 5 | #3 | |
| #8 | #10 | #8 | 2 | #1 | |
| #9 | #9 | #9 | 0 | #6 | |
| #10 | #4 | #10 | 6 | #1 |
Current brand snapshot
16 brands
| # | Pos. | Brand |  ChatGPT |  Google AI Mode |  Gemini |  Perplexity | Seen in |
|---|---|---|---|---|---|---|---|
| 1 | 0 | #1 | #1 | #3 | - | | |
| 2 | 0 | #2 | #2 | #2 | - | | |
| 3 | +4 | #5 | #3 | #4 | - | | |
| 4 | +1 | #6 | #4 | #5 | - | | |
| 5 | -2 | #3 | - | #1 | - | | |
| 6 | 0 | #8 | - | #6 | - | | |
| 7 | +5 | - | #7 | #7 | - | | |
| 8 | +2 | - | #6 | #8 | - | | |
| 9 | 0 | #7 | #8 | - | - | | |
| 10 | -6 | #4 | - | - | - | | |
| 11 | +2 | - | #5 | - | - | | |
| 12 | -4 | #9 | #10 | - | - | | |
| 13 | 0 | - | #9 | - | - | | |
| 14 | -2 | - | - | #9 | - | | |
| 15 | -4 | #10 | - | - | - | | |
| 16 | -3 | - | - | #10 | - | |
Current source snapshot
18 sources
| # | Source | Ment.Mentions | LLMs |
|---|---|---|---|
| 1 | 22 | | |
| 2 | 7 | | |
| 3 | 5 | | |
| 4 | 4 | | |
| 5 | 3 | | |
| 6 | 3 | | |
| 7 | 2 | | |
| 8 | 1 | | |
| 9 | 1 | | |
| 10 | DatarobotOfficial | 1 | |
| 11 | 1 | | |
| 12 | 1 | | |
| 13 | 1 | | |
| 14 | 1 | | |
| 15 | 1 | | |
| 16 | 1 | | |
| 17 | 1 | | |
| 18 | 1 | |
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 |
| Amazon Web Services | 2 |
| Google Cloud | 3 |
| Microsoft Azure | 4 |
| Dataiku | 5 |
Amazon Web ServicesCurrent brand snapshot
10 brands
| # | Pos. | Brand | ChatGPT | Google AI Mode | Gemini | Perplexity | Seen in |
|---|---|---|---|---|---|---|---|
| 1 | 0 | #1 | - | - | - | | |
| 2 | +2 | #2 | - | - | - | | |
| 3 | +2 | #3 | - | - | - | | |
| 4 | -2 | #4 | - | - | - | | |
| 5 | -2 | #5 | - | - | - | | |
| 6 | +2 | #6 | - | - | - | | |
| 7 | +2 | #7 | - | - | - | | |
| 8 | -2 | #8 | - | - | - | | |
| 9 | -2 | #9 | - | - | - | | |
| 10 | 0 | #10 | - | - | - | |
Current source snapshot
5 sources
| # | Source | Ment.Mentions | LLMs |
|---|---|---|---|
| 1 | 16 | | |
| 2 | 7 | | |
| 3 | 3 | | |
| 4 | 2 | | |
| 5 | 2 | |
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 |
| Amazon Web Services | 2 |
| Dataiku | 3 |
| DataRobot | 4 |
| Alteryx | 5 |
Amazon Web ServicesCurrent brand snapshot
10 brands
| # | Pos. | Brand | ChatGPT | Google AI Mode | Gemini | Perplexity | Seen in |
|---|---|---|---|---|---|---|---|
| 1 | +4 | - | #1 | - | - | | |
| 2 | -1 | - | #2 | - | - | | |
| 3 | +3 | - | #3 | - | - | | |
| 4 | 0 | - | #4 | - | - | | |
| 5 | +4 | - | #5 | - | - | | |
| 6 | 0 | - | #6 | - | - | | |
| 7 | 0 | - | #7 | - | - | | |
| 8 | 0 | - | #8 | - | - | | |
| 9 | 0 | - | #9 | - | - | | |
| 10 | -2 | - | #10 | - | - | |
Current source snapshot
10 sources
| # | Source | Ment.Mentions | LLMs |
|---|---|---|---|
| 1 | 1 | | |
| 2 | DatarobotOfficial | 1 | |
| 3 | 1 | | |
| 4 | 1 | | |
| 5 | 1 | | |
| 6 | 1 | | |
| 7 | 1 | | |
| 8 | 1 | | |
| 9 | 1 | | |
| 10 | 1 | |
Position history
Position history chart for the top brands in this AI Brand Index category. Lower rank numbers mean stronger visibility.
| Brand | Latest rank |
|---|---|
| Google Cloud | 1 |
| Amazon Web Services | 2 |
| Databricks | 3 |
| Dataiku | 4 |
| DataRobot | 5 |
Amazon Web ServicesCurrent brand snapshot
10 brands
| # | Pos. | Brand | ChatGPT | Google AI Mode | Gemini | Perplexity | Seen in |
|---|---|---|---|---|---|---|---|
| 1 | +1 | - | - | #1 | - | | |
| 2 | +1 | - | - | #2 | - | | |
| 3 | -2 | - | - | #3 | - | | |
| 4 | +2 | - | - | #4 | - | | |
| 5 | +1 | - | - | #5 | - | | |
| 6 | -1 | - | - | #6 | - | | |
| 7 | New | - | - | #7 | - | | |
| 8 | New | - | - | #8 | - | | |
| 9 | New | - | - | #9 | - | | |
| 10 | -2 | - | - | #10 | - | |
Common AI search questions about Machine Learning Software
Q1
Who leads Machine Learning Software in AI answers?
Databricks is the most recommended machine learning software brand in the latest AI Brand Index run. The next highest-ranked brands are Amazon Web Services and Dataiku. Per-engine leader data is not available for this run.
Q2
Which cited sources are used for Machine Learning Software?
The most cited sources for machine learning software recommendations are Gartner, Topelevens and G2, out of 18 tracked sources. No single publisher dominates. The most cited sources are Gartner, Topelevens and G2, which means the citation field is open.
Q3
How fresh is this Machine Learning Software ranking?
The AI Brand Index updates every Sunday. In the latest run, Microsoft Azure, PyTorch, Dataiku and SAS moved three or more positions in the machine learning software index.
How to cite this report
Cite the canonical SupaIntent report page when referencing this AI visibility ranking.
SupaIntent AI Brand Index: Machine Learning Software. https://supaintent.com/ai-brand-index/artificial-intelligence-machine-learning-software
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 Machine Learning Software, including 16 recommended brands and 18 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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