--- title: "Azure Machine Learning vs H2O.ai: Which is searched more?" description: "Is Azure Machine Learning or H2O.ai more popular in search? Compare estimated monthly branded-search demand and Share of Search inside the AutoML platforms set worldwide. Branded searches tell you how often people look for a brand by name or related terms. Comparing these searches across competitors helps you see how popular each brand is over time." canonical: "https://gobrandwave.com/demand/global-en/compare/azure-machine-learning-vs-h2o-ai" publisher: "Brandwave" --- # Azure Machine Learning vs H2O.ai: Which is searched more? Is Azure Machine Learning or H2O.ai more popular in search? Compare estimated monthly branded-search demand and Share of Search inside the AutoML platforms set worldwide. Branded searches tell you how often people look for a brand by name or related terms. Comparing these searches across competitors helps you see how popular each brand is over time. ## Key facts - **Compared**: Azure Machine Learning and H2O.ai - **Competitive set**: AutoML platforms - **Market**: Global - **Month measured**: Sep 2026 - **Azure Machine Learning Share of Search**: 0.2% - **H2O.ai Share of Search**: 20% ## Is Azure Machine Learning or H2O.ai more popular in search? - In September 2026, H2O.ai had more branded searches than Azure Machine Learning among AutoML platforms worldwide. H2O.ai had about 675,000 branded searches, while Azure Machine Learning had 6,600. H2O.ai made up 20% of all AutoML platform searches we track, and Azure Machine Learning accounted for 0.2%. - H2O.ai was ahead of Azure Machine Learning in every measured month of the 12 months ending September 2026. - 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. - Across the 12 months ending September 2026, H2O.ai’s share of searches among AutoML platforms worldwide moved from 25.8% to 20%, and its estimated monthly branded searches moved from 828K to 675K. ## Top AutoML platforms in ChatGPT and Google AI Overviews In three ChatGPT questions and two Google AI Overviews, Azure Machine Learning and H2O.ai were each mentioned in four out of five: in all three ChatGPT answers and in one of the two Google AI Overviews. H2O.ai was listed before Azure Machine Learning in three out of four answers. Brands get a higher AI rank if they are mentioned earlier in the answers that list options. | Brand | AI rank | ChatGPT answers that named it | Google AI Overviews that named it | All answers that named it | | --- | --- | --- | --- | --- | | H2O.ai | 1st | 3 of 3 | 1 of 2 | 4 of 5 | | Azure Machine Learning | 2nd | 3 of 3 | 1 of 2 | 4 of 5 | | Amazon SageMaker | 3rd | 3 of 3 | 1 of 2 | 4 of 5 | | DataRobot | 4th | 3 of 3 | 1 of 2 | 4 of 5 | | Google Cloud | 5th | 3 of 3 | 2 of 2 | 5 of 5 | | AutoGluon | 6th | 1 of 3 | 1 of 2 | 2 of 5 | | PyCaret | Not ranked | 0 of 3 | 0 of 2 | 0 of 5 | ## Every AI answer about AutoML platforms - Asked ChatGPT "Which AutoML platform should I use?": 1. H2O.ai, 2. Azure Machine Learning, 3. Amazon SageMaker, 4. DataRobot, 5. Google Cloud - Asked ChatGPT "What are the best AutoML platforms?": 1. Azure Machine Learning, 2. Amazon SageMaker, 3. DataRobot, 4. H2O.ai, 5. Google Cloud - Asked ChatGPT "What's the best AutoML platform for model building?": 1. H2O.ai, 2. DataRobot, 3. Azure Machine Learning, 4. AutoGluon, 5. Amazon SageMaker, 6. Google Cloud - Searched Google, AI Overview "automl platform": 1. Google Cloud, 2. Amazon SageMaker, 3. DataRobot, 4. H2O.ai, 5. AutoGluon, 6. Azure Machine Learning - Searched Google, AI Overview "automated machine learning": 1. Google Cloud Not named in any answer: PyCaret. Brands are listed in the order each answer named them. The answers were collected in the United States on October 20, 2026. ## How did search popularity change for AutoML platforms worldwide in September 2026? - 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 H2O.ai worldwide fell 18.5% over 12 measured months, from 828K to 675K in September 2026. ## Month by month | Month | Azure Machine Learning estimated searches | Azure Machine Learning Share of Search | Azure Machine Learning rank | H2O.ai estimated searches | H2O.ai Share of Search | H2O.ai rank | | --- | --- | --- | --- | --- | --- | --- | | Oct 2025 | 14.8K | 0.46% | 5 | 828K | 25.8% | 2 | | Nov 2025 | 12.1K | 0.4% | 5 | 677K | 22.2% | 2 | | Dec 2025 | 9.9K | 0.33% | 5 | 677K | 22.3% | 2 | | Jan 2026 | 12.1K | 0.4% | 5 | 677K | 22.3% | 2 | | Feb 2026 | 12.1K | 0.38% | 5 | 677K | 21.1% | 2 | | Mar 2026 | 12.1K | 0.33% | 5 | 677K | 18.2% | 2 | | Apr 2026 | 9.9K | 0.28% | 5 | 677K | 19.4% | 2 | | May 2026 | 9.9K | 0.3% | 5 | 676K | 20.7% | 2 | | Jun 2026 | 8.1K | 0.24% | 5 | 676K | 19.9% | 2 | | Jul 2026 | 6.6K | 0.21% | 5 | 676K | 21.5% | 2 | | Aug 2026 | 5.4K | 0.16% | 5 | 675K | 20% | 2 | | Sep 2026 | 6.6K | 0.2% | 5 | 675K | 20% | 2 | ## How each brand is measured Brandwave collects information about searches that people make online using Azure Machine Learning’s and H2O.ai’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. - **Azure Machine Learning**: Measured on the search term “azure machine learning”. - **H2O.ai**: Measured on the search terms “h2o” and “h2o ai”, summed into one figure. - [Azure Machine Learning profile](/demand/global-en/brands/azure-machine-learning) - [H2O.ai profile](/demand/global-en/brands/h2o-ai) - [All AutoML platforms worldwide](/demand/global-en/categories/automl-platforms): The set both shares are measured inside, 7 brands. ## Methodology - [How is the Brand Demand Index measured?](/demand/methodology): Where the figures come from, what they compare, and how they may be reused. ## Frequently asked questions ### Is Azure Machine Learning or H2O.ai more popular in search? In September 2026, H2O.ai had more branded searches than Azure Machine Learning among AutoML platforms worldwide. H2O.ai had about 675,000 branded searches, while Azure Machine Learning had 6,600. H2O.ai made up 20% of all AutoML platform searches we track, and Azure Machine Learning accounted for 0.2%. ## Cite this page Brandwave. "Azure Machine Learning vs H2O.ai: Which is searched more?". https://gobrandwave.com/demand/global-en/compare/azure-machine-learning-vs-h2o-ai This page is also available as HTML at https://gobrandwave.com/demand/global-en/compare/azure-machine-learning-vs-h2o-ai. Brandwave publishes an index of its Markdown pages at https://gobrandwave.com/llms.txt.