--- title: "Machine learning platforms: Which brands are most popular in search?" description: "Compare the platforms teams build machine learning on. Share of Search among H2O.ai, Databricks, Dataiku, DataRobot and Domino Data Lab, the machine learning 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/machine-learning-platforms" publisher: "Brandwave" --- # Machine learning platforms: Which brands are most popular in search? Compare the platforms teams build machine learning on. Share of Search among H2O.ai, Databricks, Dataiku, DataRobot and Domino Data Lab, the machine learning 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**: Machine learning platforms - **Market**: Global - **Brands compared**: 5 - **Month measured**: Aug 2026 - **Highest Share of Search**: H2O.ai, 57.5% ## Which brand is most popular in search among machine learning platforms worldwide? - In August 2026, H2O.ai was the most searched among machine learning platforms worldwide, with an estimated 673K branded searches and 57.5% estimated Share of Search within this set. - Databricks is in 2nd place, 19.1 percentage points behind at 38.5% Share of Search. - Across the 11 months ending August 2026, H2O.ai’s estimated Share of Search among machine learning platforms worldwide decreased from 60.5% to 57.5%. - Across the 11 months ending August 2026, Databricks’ estimated Share of Search among machine learning platforms worldwide increased from 33.1% to 38.5%. - Across the 11 months ending August 2026, Dataiku’s estimated Share of Search among machine learning platforms worldwide decreased from 4.5% to 2.8%. - Across the 11 months ending August 2026, DataRobot’s estimated Share of Search among machine learning platforms worldwide decreased from 1.6% to 0.85%. - Across the 11 months ending August 2026, H2O.ai’s estimated Share of Search among machine learning platforms worldwide peaked at 60.5% in October 2025 and was lowest at 52.3% in June 2026. - Across the 11 months ending August 2026, Databricks’ estimated Share of Search among machine learning platforms worldwide peaked at 42.7% in June 2026 and was lowest at 33.1% in October 2025. - Across the 11 months ending August 2026, Domino Data Lab held steady: its estimated Share of Search among machine learning platforms worldwide moved less than 0.5 percentage points. ## Compare search popularity between leading brands - [H2O.ai vs Databricks: compare search popularity](/demand/global-en/compare/databricks-vs-h2o-ai): 57.5% against 38.5% Share of Search. - [H2O.ai vs Dataiku: compare search popularity](/demand/global-en/compare/dataiku-vs-h2o-ai): 57.5% against 2.8% Share of Search. - [Databricks vs Dataiku: compare search popularity](/demand/global-en/compare/databricks-vs-dataiku): 38.5% against 2.8% Share of Search. ## How did search popularity change for machine learning platforms worldwide in August 2026? - In August 2026, Dataiku lost estimated Share of Search among machine learning platforms worldwide, from 3.4% to 2.8%. - 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 H2O.ai worldwide fell 18.2% over 11 measured months, from 823K to 673K in August 2026. ## Share of Search ranking | Rank | Brand | Share of Search | Estimated monthly branded searches | Change vs prior month | Owned by | | --- | --- | --- | --- | --- | --- | | 1 | H2O.ai | 57.5% | 673K | 0.0% | H2O.ai | | 2 | Databricks | 38.5% | 450K | 0.0% | Databricks | | 3 | Dataiku | 2.8% | 33.1K | -18.3% | Dataiku | | 4 | DataRobot | 0.85% | 9.9K | -18.2% | DataRobot | | 5 | Domino Data Lab | 0.31% | 3.6K | +24.1% | Domino Data Lab | ## Historical estimated branded-search demand | Month | Brand | Estimated monthly branded searches | Share of Search | Rank | | --- | --- | --- | --- | --- | | Oct 2025 | H2O.ai | 823K | 60.5% | 1 | | Oct 2025 | Databricks | 450K | 33.1% | 2 | | Oct 2025 | Dataiku | 60.5K | 4.5% | 3 | | Oct 2025 | DataRobot | 22.2K | 1.6% | 4 | | Oct 2025 | Domino Data Lab | 3.6K | 0.26% | 5 | | Nov 2025 | H2O.ai | 673K | 56.4% | 1 | | Nov 2025 | Databricks | 450K | 37.7% | 2 | | Nov 2025 | Dataiku | 49.5K | 4.1% | 3 | | Nov 2025 | DataRobot | 18.1K | 1.5% | 4 | | Nov 2025 | Domino Data Lab | 2.9K | 0.24% | 5 | | Dec 2025 | H2O.ai | 673K | 57% | 1 | | Dec 2025 | Databricks | 450K | 38.1% | 2 | | Dec 2025 | Dataiku | 40.5K | 3.4% | 3 | | Dec 2025 | DataRobot | 14.8K | 1.3% | 4 | | Dec 2025 | Domino Data Lab | 2.4K | 0.2% | 5 | | Jan 2026 | H2O.ai | 673K | 56.5% | 1 | | Jan 2026 | Databricks | 450K | 37.8% | 2 | | Jan 2026 | Dataiku | 49.5K | 4.2% | 3 | | Jan 2026 | DataRobot | 14.8K | 1.2% | 4 | | Jan 2026 | Domino Data Lab | 2.9K | 0.24% | 5 | | Feb 2026 | H2O.ai | 673K | 57% | 1 | | Feb 2026 | Databricks | 450K | 38.1% | 2 | | Feb 2026 | Dataiku | 40.5K | 3.4% | 3 | | Feb 2026 | DataRobot | 14.8K | 1.3% | 4 | | Feb 2026 | Domino Data Lab | 2.9K | 0.25% | 5 | | Mar 2026 | H2O.ai | 673K | 56.5% | 1 | | Mar 2026 | Databricks | 450K | 37.8% | 2 | | Mar 2026 | Dataiku | 49.5K | 4.2% | 3 | | Mar 2026 | DataRobot | 14.8K | 1.2% | 4 | | Mar 2026 | Domino Data Lab | 3.6K | 0.3% | 5 | | Apr 2026 | H2O.ai | 673K | 56.5% | 1 | | Apr 2026 | Databricks | 450K | 37.8% | 2 | | Apr 2026 | Dataiku | 49.5K | 4.2% | 3 | | Apr 2026 | DataRobot | 14.8K | 1.2% | 4 | | Apr 2026 | Domino Data Lab | 2.9K | 0.24% | 5 | | May 2026 | H2O.ai | 673K | 56.9% | 1 | | May 2026 | Databricks | 450K | 38% | 2 | | May 2026 | Dataiku | 40.5K | 3.4% | 3 | | May 2026 | DataRobot | 14.8K | 1.3% | 4 | | May 2026 | Domino Data Lab | 5.4K | 0.46% | 5 | | Jun 2026 | H2O.ai | 673K | 52.3% | 1 | | Jun 2026 | Databricks | 550K | 42.7% | 2 | | Jun 2026 | Dataiku | 49.5K | 3.8% | 3 | | Jun 2026 | DataRobot | 12.1K | 0.94% | 4 | | Jun 2026 | Domino Data Lab | 2.9K | 0.23% | 5 | | Jul 2026 | H2O.ai | 673K | 57.1% | 1 | | Jul 2026 | Databricks | 450K | 38.2% | 2 | | Jul 2026 | Dataiku | 40.5K | 3.4% | 3 | | Jul 2026 | DataRobot | 12.1K | 1% | 4 | | Jul 2026 | Domino Data Lab | 2.9K | 0.25% | 5 | | Aug 2026 | H2O.ai | 673K | 57.5% | 1 | | Aug 2026 | Databricks | 450K | 38.5% | 2 | | Aug 2026 | Dataiku | 33.1K | 2.8% | 3 | | Aug 2026 | DataRobot | 9.9K | 0.85% | 4 | | Aug 2026 | Domino Data Lab | 3.6K | 0.31% | 5 | | Sep 2026 | Databricks | — | — | — | | Sep 2026 | Dataiku | — | — | — | | Sep 2026 | DataRobot | — | — | — | | Sep 2026 | Domino Data Lab | — | — | — | | Sep 2026 | H2O.ai | — | — | — | ## What is being compared - **Databricks**: Measured on the search term “databricks”. - **Dataiku**: Measured on the search term “dataiku”. - **DataRobot**: Measured on the search term “datarobot”. - **Domino Data Lab**: Measured on the search term “domino data lab”. - **H2O.ai**: Measured on the search term “h2o”. - [Databricks](/demand/global-en/brands/databricks) - [Dataiku](/demand/global-en/brands/dataiku) - [DataRobot](/demand/global-en/brands/datarobot) - [Domino Data Lab](/demand/global-en/brands/domino-data-lab) - [H2O.ai](/demand/global-en/brands/h2o-ai) ## 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 machine learning platforms worldwide? In August 2026, H2O.ai was the most searched among machine learning platforms worldwide, with an estimated 673K branded searches and 57.5% estimated Share of Search within this set. These are worldwide searches for English-language branded terms. ## Cite this page Brandwave. "Machine learning platforms: Which brands are most popular in search?". https://gobrandwave.com/demand/global-en/categories/machine-learning-platforms This page is also available as HTML at https://gobrandwave.com/demand/global-en/categories/machine-learning-platforms. Brandwave publishes an index of its Markdown pages at https://gobrandwave.com/llms.txt.