AutoGluon vs Azure Machine Learning:Which is more popular?
In September 2026, Azure Machine Learning had more branded searches than AutoGluon among AutoML platforms worldwide. Azure Machine Learning had about 6,600 branded searches, while AutoGluon had 4,400. Azure Machine Learning made up 0.2% of all AutoML platform searches we track, and AutoGluon accounted for 0.13%. When we asked ChatGPT and Google AI Overviews about AutoML platforms, Azure Machine Learning appeared in four of the five answers and AutoGluon in two. Azure Machine Learning was mentioned before AutoGluon in three out of four answers.
Who do people search for more?
Azure Machine Learning, about 50% more searches than AutoGluon
Who does AI mention more?
Azure Machine Learning, mentioned in 4 of 5 answers, AutoGluon in 2
Who does AI recommend more?
Azure Machine Learning, named ahead of AutoGluon in 3 of 4 answers
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Top AutoML platforms in ChatGPT and Google AI Overviews
In three ChatGPT questions and two Google AI Overviews, Azure Machine Learning was mentioned in four out of five: in all three ChatGPT answers and in one of the two Google AI Overviews. AutoGluon was mentioned in two out of five: in one of the three ChatGPT answers and in one of the two Google AI Overviews. Azure Machine Learning was listed before AutoGluon in three out of four answers.
Most recommended by AI
Brands get a higher ranking if they are mentioned earlier in the answers.
Mentioned by AI
Each dot is one answer, filled in when that answer mentions the brand.
Google Cloud5 of 5Named in 3 of 3 ChatGPT answersNamed in 2 of 2 Google answers
H2O.ai4 of 5Named in 3 of 3 ChatGPT answersNamed in 1 of 2 Google answers
Amazon SageMaker4 of 5Named in 3 of 3 ChatGPT answersNamed in 1 of 2 Google answers
DataRobot4 of 5Named in 3 of 3 ChatGPT answersNamed in 1 of 2 Google answers- Azure Machine Learning4 of 5Named in 3 of 3 ChatGPT answersNamed in 1 of 2 Google answers
AutoGluon2 of 5Named in 1 of 3 ChatGPT answersNamed in 1 of 2 Google answers
PyCaret0 of 5Named in 0 of 3 ChatGPT answersNamed in 0 of 2 Google answers
See every answer about AutoML platforms
5 answers
Asked ChatGPT
“Which AutoML platform should I use?”
Asked ChatGPT
“What are the best AutoML platforms?”
Asked ChatGPT
“What's the best AutoML platform for model building?”
Searched Google, AI Overview
“automl platform”
Searched Google, AI Overview
“automated machine learning”
Not named in any answer:
Brands are shown in the order each answer named them. The survey took place in the United States on October 20, 2026.
Is AutoGluon or Azure Machine Learning more popular in search?
This chart shows how often people search Google for AutoGluon and Azure Machine Learning by name. Each line represents a brand's share of searches for all seven AutoML platforms we track, month by month, from English-language searches worldwide.
Share of searches by month for Azure Machine Learning, AutoGluon. The figures are in the table below the chart.
View monthly share of searches table
| Month | Google Cloud | H2O.ai | Amazon SageMaker | DataRobot | Azure Machine Learning | AutoGluon | PyCaret |
|---|---|---|---|---|---|---|---|
| Oct 2025 | 70.6% | 25.8% | 2.1% | 0.69% | 0.46% | 0.25% | 0.17% |
| Nov 2025 | 74.4% | 22.2% | 1.9% | 0.59% | 0.4% | 0.27% | 0.22% |
| Dec 2025 | 74.9% | 22.3% | 1.5% | 0.49% | 0.33% | 0.22% | 0.15% |
| Jan 2026 | 74.7% | 22.3% | 1.7% | 0.49% | 0.4% | 0.22% | 0.14% |
| Feb 2026 | 76.3% | 21.1% | 1.5% | 0.46% | 0.38% | 0.21% | 0.14% |
| Mar 2026 | 79.3% | 18.2% | 1.4% | 0.4% | 0.33% | 0.18% | 0.12% |
| Apr 2026 | 78.3% | 19.4% | 1.3% | 0.42% | 0.28% | 0.15% | 0.1% |
| May 2026 | 77% | 20.7% | 1.3% | 0.45% | 0.3% | 0.17% | 0.11% |
| Jun 2026 | 78% | 19.9% | 1.2% | 0.36% | 0.24% | 0.13% | 0.09% |
| Jul 2026 | 76.6% | 21.5% | 1.1% | 0.39% | 0.21% | 0.14% | 0.08% |
| Aug 2026 | 78.3% | 20% | 1% | 0.29% | 0.16% | 0.13% | 0.07% |
| Sep 2026 | 78.1% | 20% | 1.3% | 0.29% | 0.2% | 0.13% | 0.07% |
How has the AutoGluon and Azure Machine Learning comparison changed over the last 12 months?
3 findings
- Azure Machine Learning was ahead of AutoGluon in every measured month of the 12 months ending September 2026.
- Across the 12 months ending September 2026, AutoGluon’s share of searches among AutoML platforms worldwide moved from 0.25% to 0.13%, and its estimated monthly branded searches moved from 8.1K to 4.4K.
- Across the 12 months ending September 2026, Azure Machine Learning’s share of searches among AutoML platforms worldwide moved from 0.46% to 0.2%, and its estimated monthly branded searches moved from 14.8K to 6.6K.
How did search popularity change for AutoML platforms worldwide in September 2026?
2 changes
Estimated monthly branded searches for Azure Machine Learning worldwide fell 55.4% over 12 measured months, from 14.8K to 6.6K in September 2026.
Estimated monthly branded searches for AutoGluon worldwide fell 45.7% over 12 measured months, from 8.1K to 4.4K in September 2026.
How are branded searches counted?
2 search terms
Brandwave collects information about searches that people make online using AutoGluon’s and Azure Machine Learning’s names. When viewed over time, estimated search volumes for these branded terms can be used to understand whether interest in the brands is growing, holding steady, or fading.
AutoGluon
1 branded search term
- autogluon
Azure Machine Learning
1 branded search term
- azure machine learning
Other head-to-heads among AutoML platforms
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