--- title: "AutoML platforms: Which brands are most popular in search?" description: "Compare the platforms that build models automatically. Share of Search among Google Cloud, H2O.ai, DataRobot, AutoGluon and PyCaret, the AutoML platforms Brandwave compares worldwide, using the same methodology, market, and reporting period. 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/categories/automl-platforms" publisher: "Brandwave" --- # AutoML platforms: Which brands are most popular in search? Compare the platforms that build models automatically. Share of Search among Google Cloud, H2O.ai, DataRobot, AutoGluon and PyCaret, the AutoML platforms Brandwave compares worldwide, using the same methodology, market, and reporting period. 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 - **Competitive set**: AutoML platforms - **Market**: Global - **Brands compared**: 5 - **Month measured**: Aug 2026 - **Highest Share of Search**: Google Cloud, 63.9% ## Which brand is most popular in search among AutoML platforms worldwide? - In August 2026, Google Cloud was the most searched among AutoML platforms worldwide, with an estimated 1.2M branded searches and 63.9% estimated Share of Search within this set. - H2O.ai is in 2nd place, 28.6 percentage points behind at 35.2% Share of Search. - Across the 11 months ending August 2026, Google Cloud’s estimated Share of Search among AutoML platforms worldwide increased from 58.7% to 63.9%. - Across the 11 months ending August 2026, H2O.ai’s estimated Share of Search among AutoML platforms worldwide decreased from 39.6% to 35.2%. - Across the 11 months ending August 2026, DataRobot’s estimated Share of Search among AutoML platforms worldwide decreased from 1.1% to 0.52%. - Across the 11 months ending August 2026, Google Cloud’s estimated Share of Search among AutoML platforms worldwide peaked at 68.2% in March 2026 and was lowest at 58.7% in October 2025. - Across the 11 months ending August 2026, H2O.ai’s estimated Share of Search among AutoML platforms worldwide peaked at 39.8% in July 2026 and was lowest at 30.6% in March 2026. - Across the 11 months ending August 2026, AutoGluon and PyCaret held steady: their estimated Share of Search among AutoML platforms worldwide each moved less than 0.5 percentage points. ## Compare search popularity between leading brands - [Google Cloud vs H2O.ai: compare search popularity](/demand/global-en/compare/google-cloud-vs-h2o-ai): 63.9% against 35.2% Share of Search. ## How did search popularity change for AutoML platforms worldwide in August 2026? - In August 2026, Google Cloud gained estimated Share of Search among AutoML platforms worldwide, from 59.1% to 63.9%. - In August 2026, H2O.ai lost estimated Share of Search among AutoML platforms worldwide, from 39.8% to 35.2%. - Estimated monthly branded searches for PyCaret worldwide fell 55.6% over 11 measured months, from 5.4K to 2.4K in August 2026. - Estimated monthly branded searches for DataRobot worldwide fell 55.4% over 11 measured months, from 22.2K to 9.9K in August 2026. - Estimated monthly branded searches for AutoGluon worldwide fell 45.7% over 11 measured months, from 8.1K to 4.4K in August 2026. ## Share of Search ranking | Rank | Brand | Share of Search | Estimated monthly branded searches | Change vs prior month | Owned by | | --- | --- | --- | --- | --- | --- | | 1 | Google Cloud | 63.9% | 1.2M | +22.0% | Google | | 2 | H2O.ai | 35.2% | 673K | 0.0% | H2O.ai | | 3 | DataRobot | 0.52% | 9.9K | -18.2% | DataRobot | | 4 | AutoGluon | 0.23% | 4.4K | 0.0% | AutoGluon | | 5 | PyCaret | 0.13% | 2.4K | 0.0% | PyCaret | ## Historical estimated branded-search demand | Month | Brand | Estimated monthly branded searches | Share of Search | Rank | | --- | --- | --- | --- | --- | | Oct 2025 | Google Cloud | 1.2M | 58.7% | 1 | | Oct 2025 | H2O.ai | 823K | 39.6% | 2 | | Oct 2025 | DataRobot | 22.2K | 1.1% | 3 | | Oct 2025 | AutoGluon | 8.1K | 0.39% | 4 | | Oct 2025 | PyCaret | 5.4K | 0.26% | 5 | | Nov 2025 | Google Cloud | 1.2M | 63.4% | 1 | | Nov 2025 | H2O.ai | 673K | 34.9% | 2 | | Nov 2025 | DataRobot | 18.1K | 0.94% | 3 | | Nov 2025 | AutoGluon | 8.1K | 0.42% | 4 | | Nov 2025 | PyCaret | 6.6K | 0.34% | 5 | | Dec 2025 | Google Cloud | 1.2M | 63.6% | 1 | | Dec 2025 | H2O.ai | 673K | 35.1% | 2 | | Dec 2025 | DataRobot | 14.8K | 0.77% | 3 | | Dec 2025 | AutoGluon | 6.6K | 0.34% | 4 | | Dec 2025 | PyCaret | 4.4K | 0.23% | 5 | | Jan 2026 | Google Cloud | 1.2M | 63.6% | 1 | | Jan 2026 | H2O.ai | 673K | 35.1% | 2 | | Jan 2026 | DataRobot | 14.8K | 0.77% | 3 | | Jan 2026 | AutoGluon | 6.6K | 0.34% | 4 | | Jan 2026 | PyCaret | 4.4K | 0.23% | 5 | | Feb 2026 | Google Cloud | 1.2M | 63.6% | 1 | | Feb 2026 | H2O.ai | 673K | 35.1% | 2 | | Feb 2026 | DataRobot | 14.8K | 0.77% | 3 | | Feb 2026 | AutoGluon | 6.6K | 0.34% | 4 | | Feb 2026 | PyCaret | 4.4K | 0.23% | 5 | | Mar 2026 | Google Cloud | 1.5M | 68.2% | 1 | | Mar 2026 | H2O.ai | 673K | 30.6% | 2 | | Mar 2026 | DataRobot | 14.8K | 0.67% | 3 | | Mar 2026 | AutoGluon | 6.6K | 0.3% | 4 | | Mar 2026 | PyCaret | 4.4K | 0.2% | 5 | | Apr 2026 | Google Cloud | 1.2M | 63.6% | 1 | | Apr 2026 | H2O.ai | 673K | 35.1% | 2 | | Apr 2026 | DataRobot | 14.8K | 0.77% | 3 | | Apr 2026 | AutoGluon | 5.4K | 0.28% | 4 | | Apr 2026 | PyCaret | 3.6K | 0.19% | 5 | | May 2026 | Google Cloud | 1.2M | 63.6% | 1 | | May 2026 | H2O.ai | 673K | 35.1% | 2 | | May 2026 | DataRobot | 14.8K | 0.77% | 3 | | May 2026 | AutoGluon | 5.4K | 0.28% | 4 | | May 2026 | PyCaret | 3.6K | 0.19% | 5 | | Jun 2026 | Google Cloud | 1.2M | 63.8% | 1 | | Jun 2026 | H2O.ai | 673K | 35.2% | 2 | | Jun 2026 | DataRobot | 12.1K | 0.63% | 3 | | Jun 2026 | AutoGluon | 4.4K | 0.23% | 4 | | Jun 2026 | PyCaret | 2.9K | 0.15% | 5 | | Jul 2026 | Google Cloud | 1M | 59.1% | 1 | | Jul 2026 | H2O.ai | 673K | 39.8% | 2 | | Jul 2026 | DataRobot | 12.1K | 0.72% | 3 | | Jul 2026 | AutoGluon | 4.4K | 0.26% | 4 | | Jul 2026 | PyCaret | 2.4K | 0.14% | 5 | | Aug 2026 | Google Cloud | 1.2M | 63.9% | 1 | | Aug 2026 | H2O.ai | 673K | 35.2% | 2 | | Aug 2026 | DataRobot | 9.9K | 0.52% | 3 | | Aug 2026 | AutoGluon | 4.4K | 0.23% | 4 | | Aug 2026 | PyCaret | 2.4K | 0.13% | 5 | | Sep 2026 | AutoGluon | — | — | — | | Sep 2026 | DataRobot | — | — | — | | Sep 2026 | Google Cloud | — | — | — | | Sep 2026 | H2O.ai | — | — | — | | Sep 2026 | PyCaret | — | — | — | ## What is being compared - **AutoGluon**: Measured on the search term “autogluon”. - **DataRobot**: Measured on the search term “datarobot”. - **Google Cloud**: Measured on the search term “google cloud”. - **H2O.ai**: Measured on the search term “h2o”. - **PyCaret**: Measured on the search term “pycaret”. - [AutoGluon](/demand/global-en/brands/autogluon) - [DataRobot](/demand/global-en/brands/datarobot) - [Google Cloud](/demand/global-en/brands/google-cloud) - [H2O.ai](/demand/global-en/brands/h2o-ai) - [PyCaret](/demand/global-en/brands/pycaret) ## Methodology - [How is branded search demand measured?](/demand/methodology): Where the figures come from, what they compare, and how they may be reused. ## Frequently asked questions ### Which brand is most popular in search among AutoML platforms worldwide? In August 2026, Google Cloud was the most searched among AutoML platforms worldwide, with an estimated 1.2M branded searches and 63.9% estimated Share of Search within this set. These are worldwide searches for English-language branded terms. ## Cite this page Brandwave. "AutoML platforms: Which brands are most popular in search?". https://gobrandwave.com/demand/global-en/categories/automl-platforms This page is also available as HTML at https://gobrandwave.com/demand/global-en/categories/automl-platforms. Brandwave publishes an index of its Markdown pages at https://gobrandwave.com/llms.txt.