Dataset size
The latest Machine Learning Software run found 13 recommended brands and 15 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 11 October 2026
Brands
Category coverage
13
ranked across AI engines
Sources
Evidence base
15
domains cited in answers
Brand sites
Official share
0%
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 |
|---|---|
| Google Cloud | 1 |
| Amazon Web Services | 2 |
| Microsoft Azure | 3 |
| Databricks | 4 |
| DataRobot | 5 |
Amazon Web ServicesWhat AI tools say about Machine Learning Software
Movement
What changed this week?
Google Cloud overtook Databricks this week to take the top position.
Sources
Which sources shape AI answers?
No single publisher dominates. The most cited sources are Gartner, G2 and Atlantic, which means the citation field is open.
Citation-ready
Key facts from this AI Brand Index report
Current leader
Google Cloud ranks #1 for Machine Learning Software in the latest SupaIntent AI Brand Index run.
Top brands
Google Cloud, Amazon Web Services, and Microsoft Azure lead Machine Learning Software across AI answers from ChatGPT, Google AI Mode, Gemini and Perplexity.
Brand sites
Gartner, G2, and Atlantic are the most cited brand sites in this category.
Weekly movement
Top 10 onlyBiggest gains
Moved up this week
Microsoft Azure7 to #3
KNIME5 to #9
Google Cloud4 to #1
Biggest losses
Moved down this week
H2O.ai4 to #13
Databricks3 to #4
Dataiku3 to #6
PyTorch3 to #10
Rank history
Weekly rank changes for the current top 10
| Rank | Brand | Previous | Current | Change | Best |
|---|---|---|---|---|---|
| #1 | #5 | #1 | 4 | #1 | |
| #2 | Amazon Web Services | #2 | #2 | 0 | #1 |
| #3 | #10 | #3 | 7 | #1 | |
| #4 | #1 | #4 | 3 | #1 | |
| #5 | #4 | #5 | 1 | #4 | |
| #6 | #3 | #6 | 3 | #3 | |
| #7 | #6 | #7 | 1 | #5 | |
| #8 | #8 | #8 | 0 | #1 | |
| #9 | #14 | #9 | 5 | #9 | |
| #10 | #7 | #10 | 3 | #3 |
Current brand snapshot
13 brands
| # | Pos. | Brand |  ChatGPT |  Google AI Mode |  Gemini |  Perplexity | Seen in |
|---|---|---|---|---|---|---|---|
| 1 | +4 | #1 | #4 | #1 | - | | |
| 2 | 0 | #4 | #3 | #2 | - | | |
| 3 | +7 | #3 | #5 | #3 | - | | |
| 4 | -3 | #5 | #1 | #6 | - | | |
| 5 | -1 | #8 | #2 | #5 | - | | |
| 6 | -3 | #6 | #6 | #4 | - | | |
| 7 | -1 | #2 | - | #7 | - | | |
| 8 | 0 | - | #7 | #9 | - | | |
| 9 | +5 | - | #9 | #8 | - | | |
| 10 | -3 | - | #8 | #10 | - | | |
| 11 | +1 | #7 | - | - | - | | |
| 12 | -1 | #10 | #10 | - | - | | |
| 13 | -4 | #9 | - | - | - | |
Current source snapshot
15 sources
| # | Source | Ment.Mentions | LLMs |
|---|---|---|---|
| 1 | 25 | | |
| 2 | 9 | | |
| 3 | 2 | | |
| 4 | 2 | | |
| 5 | 2 | | |
| 6 | 1 | | |
| 7 | 1 | | |
| 8 | 1 | | |
| 9 | 1 | | |
| 10 | 1 | | |
| 11 | 1 | | |
| 12 | 1 | | |
| 13 | 1 | | |
| 14 | 1 | | |
| 15 | 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 |
| IBM | 2 |
| Microsoft Azure | 3 |
| Amazon Web Services | 4 |
| Databricks | 5 |
Amazon Web ServicesCurrent brand snapshot
10 brands
| # | Pos. | Brand | ChatGPT | Google AI Mode | Gemini | Perplexity | Seen in |
|---|---|---|---|---|---|---|---|
| 1 | +2 | #1 | - | - | - | | |
| 2 | +6 | #2 | - | - | - | | |
| 3 | +1 | #3 | - | - | - | | |
| 4 | -2 | #4 | - | - | - | | |
| 5 | -4 | #5 | - | - | - | | |
| 6 | -1 | #6 | - | - | - | | |
| 7 | +2 | #7 | - | - | - | | |
| 8 | -2 | #8 | - | - | - | | |
| 9 | -2 | #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 |
|---|---|
| Databricks | 1 |
| DataRobot | 2 |
| Amazon Web Services | 3 |
| Google Cloud | 4 |
| Microsoft Azure | 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 | -1 | - | #3 | - | - | | |
| 4 | -2 | - | #4 | - | - | | |
| 5 | -2 | - | #5 | - | - | | |
| 6 | -3 | - | #6 | - | - | | |
| 7 | -1 | - | #7 | - | - | | |
| 8 | -1 | - | #8 | - | - | | |
| 9 | -1 | - | #9 | - | - | | |
| 10 | -5 | - | #10 | - | - | |
Current source snapshot
10 sources
| # | Source | Ment.Mentions | LLMs |
|---|---|---|---|
| 1 | 1 | | |
| 2 | 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 |
| Microsoft Azure | 3 |
| Dataiku | 4 |
| DataRobot | 5 |
Amazon Web ServicesCurrent brand snapshot
10 brands
| # | Pos. | Brand | ChatGPT | Google AI Mode | Gemini | Perplexity | Seen in |
|---|---|---|---|---|---|---|---|
| 1 | 0 | - | - | #1 | - | | |
| 2 | 0 | - | - | #2 | - | | |
| 3 | +1 | - | - | #3 | - | | |
| 4 | 0 | - | - | #4 | - | | |
| 5 | 0 | - | - | #5 | - | | |
| 6 | -3 | - | - | #6 | - | | |
| 7 | -1 | - | - | #7 | - | | |
| 8 | +2 | - | - | #8 | - | | |
| 9 | -1 | - | - | #9 | - | | |
| 10 | -3 | - | - | #10 | - | |
Current source snapshot
4 sources
| # | Source | Ment.Mentions | LLMs |
|---|---|---|---|
| 1 | 5 | | |
| 2 | 2 | | |
| 3 | 2 | | |
| 4 | 1 | |
Common AI search questions about Machine Learning Software
Q1
Who leads Machine Learning Software in AI answers?
Google Cloud 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 Microsoft Azure. 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, G2 and Atlantic, out of 15 tracked sources. No single publisher dominates. The most cited sources are Gartner, G2 and Atlantic, 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, KNIME, Google Cloud, H2O.ai and Databricks and 2 other brands 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 13 recommended brands and 15 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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