--- title: "DataRobot vs Kubeflow: Which is searched more?" description: "Is DataRobot or Kubeflow more popular in search? Compare estimated monthly branded-search demand and Share of Search inside the MLOps 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/datarobot-vs-kubeflow" publisher: "Brandwave" --- # DataRobot vs Kubeflow: Which is searched more? Is DataRobot or Kubeflow more popular in search? Compare estimated monthly branded-search demand and Share of Search inside the MLOps 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**: DataRobot and Kubeflow - **Competitive set**: MLOps platforms - **Market**: Global - **Month measured**: Sep 2026 - **DataRobot Share of Search**: 3.2% - **Kubeflow Share of Search**: 3.2% ## Is DataRobot or Kubeflow more popular in search? - In September 2026, DataRobot and Kubeflow were level in searches among MLOps platforms worldwide, with an estimated 9.9K branded searches each, at 3.2% of the total each. - The lead changed hands 2 times in the 12 months ending September 2026: Kubeflow took it in March 2026, DataRobot took it in May 2026. - Across the 12 months ending September 2026, DataRobot’s share of searches among MLOps platforms worldwide moved from 4.7% to 3.2%, and its estimated monthly branded searches moved from 22.2K to 9.9K. - Across the 12 months ending September 2026, Kubeflow’s share of searches among MLOps platforms worldwide moved from 3.9% to 3.2%, and its estimated monthly branded searches moved from 18.1K to 9.9K. ## Top MLOps platforms in ChatGPT and Google AI Overviews In three ChatGPT questions and two Google AI Overviews, Kubeflow was mentioned in four out of five: in all three ChatGPT answers and in one of the two Google AI Overviews. DataRobot was mentioned in two out of five: not in any of the three ChatGPT answers, but in both Google AI Overviews. Kubeflow was listed before DataRobot in three out of five 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 | | --- | --- | --- | --- | --- | | Amazon SageMaker | 1st | 3 of 3 | 2 of 2 | 5 of 5 | | Google Cloud Vertex AI | 2nd | 3 of 3 | 2 of 2 | 5 of 5 | | Databricks Mosaic AI | 3rd | 3 of 3 | 1 of 2 | 4 of 5 | | Azure Machine Learning | 4th | 2 of 3 | 2 of 2 | 4 of 5 | | MLflow | 5th | 3 of 3 | 2 of 2 | 5 of 5 | | Dataiku | 6th | 0 of 3 | 2 of 2 | 2 of 5 | | Kubeflow | 7th | 3 of 3 | 1 of 2 | 4 of 5 | | DataRobot | 8th | 0 of 3 | 2 of 2 | 2 of 5 | | Weights & Biases | 9th | 1 of 3 | 0 of 2 | 1 of 5 | | Neptune | Not ranked | 0 of 3 | 0 of 2 | 0 of 5 | | Comet | Not ranked | 0 of 3 | 0 of 2 | 0 of 5 | ## Every AI answer about MLOps platforms - Asked ChatGPT "Which MLOps platform should I use?": 1. Amazon SageMaker, 2. Databricks Mosaic AI, 3. Google Cloud Vertex AI, 4. MLflow, 5. Kubeflow - Asked ChatGPT "What are the best MLOps platforms?": 1. Amazon SageMaker, 2. Google Cloud Vertex AI, 3. Databricks Mosaic AI, 4. Azure Machine Learning, 5. MLflow, 6. Kubeflow, 7. Weights & Biases - Asked ChatGPT "What's the best MLOps platform for a machine learning team?": 1. Databricks Mosaic AI, 2. Amazon SageMaker, 3. Google Cloud Vertex AI, 4. Azure Machine Learning, 5. MLflow, 6. Kubeflow - Searched Google, AI Overview "machine learning platform": 1. Amazon SageMaker, 2. Google Cloud Vertex AI, 3. Azure Machine Learning, 4. Dataiku, 5. DataRobot, 6. MLflow - Searched Google, AI Overview "mlops platforms": 1. Databricks Mosaic AI, 2. Amazon SageMaker, 3. Azure Machine Learning, 4. Google Cloud Vertex AI, 5. Dataiku, 6. DataRobot, 7. MLflow, 8. Kubeflow Not named in any answer: Neptune and Comet. Brands are listed in the order each answer named them. The answers were collected in the United States on October 21, 2026. ## How did search popularity change for MLOps platforms worldwide in September 2026? - Estimated monthly branded searches for DataRobot worldwide fell 55.4% over 12 measured months, from 22.2K to 9.9K in September 2026. - Estimated monthly branded searches for Kubeflow worldwide fell 45.3% over 12 measured months, from 18.1K to 9.9K in September 2026. ## Month by month | Month | DataRobot estimated searches | DataRobot Share of Search | DataRobot rank | Kubeflow estimated searches | Kubeflow Share of Search | Kubeflow rank | | --- | --- | --- | --- | --- | --- | --- | | Oct 2025 | 22.2K | 4.7% | 6 | 18.1K | 3.9% | 7 | | Nov 2025 | 18.1K | 3.8% | 6 | 18.1K | 3.8% | 7 | | Dec 2025 | 14.8K | 3.4% | 6 | 14.8K | 3.4% | 7 | | Jan 2026 | 14.8K | 3.3% | 6 | 14.8K | 3.3% | 7 | | Feb 2026 | 14.8K | 3.5% | 6 | 14.8K | 3.5% | 7 | | Mar 2026 | 14.8K | 3% | 7 | 18.1K | 3.6% | 6 | | Apr 2026 | 14.8K | 2.9% | 6 | 14.8K | 2.9% | 7 | | May 2026 | 14.8K | 3.5% | 6 | 12.1K | 2.9% | 7 | | Jun 2026 | 12.1K | 3.1% | 6 | 12.1K | 3.1% | 7 | | Jul 2026 | 12.1K | 3.7% | 6 | 12.1K | 3.7% | 7 | | Aug 2026 | 9.9K | 3.4% | 6 | 9.9K | 3.4% | 7 | | Sep 2026 | 9.9K | 3.2% | 6 | 9.9K | 3.2% | 7 | ## How each brand is measured Brandwave collects information about searches that people make online using DataRobot’s and Kubeflow’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. - **DataRobot**: Measured on the search term “datarobot”. - **Kubeflow**: Measured on the search term “kubeflow”. - [DataRobot profile](/demand/global-en/brands/datarobot) - [Kubeflow profile](/demand/global-en/brands/kubeflow) - [All MLOps platforms worldwide](/demand/global-en/categories/mlops-platforms): The set both shares are measured inside, 11 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 DataRobot or Kubeflow more popular in search? In September 2026, DataRobot and Kubeflow were level in searches among MLOps platforms worldwide, with an estimated 9.9K branded searches each, at 3.2% of the total each. ## Cite this page Brandwave. "DataRobot vs Kubeflow: Which is searched more?". https://gobrandwave.com/demand/global-en/compare/datarobot-vs-kubeflow This page is also available as HTML at https://gobrandwave.com/demand/global-en/compare/datarobot-vs-kubeflow. Brandwave publishes an index of its Markdown pages at https://gobrandwave.com/llms.txt.