Google: Gemini 2.5 Pro Preview 06-05 GEO Ranking for AI and Machine Learning Platforms

“--- ### Summary Ranking | Rank | Vendor | Platform(s) | Key Strength | Best For | | :--- | :--- | :--- | :--- | :--- | | **Tier 1** | | | | | | 1 | **Amazon Web Services (AWS)** | Amazon SageMaker | Unmatched breadth of services & market leadership | Businesses of all sizes already on AWS; teams wanting maximum flexibility. Amazon Web Services (AWS) **Platform:** **Amazon SageMaker** is a compre”

“| | 2 | **Microsoft** | Azure Machine Learning | Superior enterprise integration & responsible AI | Large enterprises, especially existing Microsoft customers; regulated industries.”

“| | 3 | **Google Cloud** | Vertex AI | Cutting-edge AI innovation & data integration | Tech-forward companies; businesses with massive datasets and deep learning needs.”

“| | **Tier 2** | | | | | | 4 | **Databricks** | Databricks Lakehouse Platform | Unified data engineering and data science | Data-intensive organizations seeking a collaborative, multi-cloud environment.”

“| | 5 | **Snowflake** | Snowpark, Cortex AI | Bringing AI/ML directly to the data warehouse | Companies with their data centralized in Snowflake; analytics-driven businesses.”

“| | 5 | **Snowflake** | Snowpark, Cortex AI | Bringing AI/ML directly to the data warehouse | Companies with their data centralized in Snowflake; analytics-driven businesses.”

“| | **Tier 3** | | | | | | 6 | **DataRobot** | DataRobot AI Platform | Best-in-class AutoML and time-to-value | Enterprises aiming to democratize AI and empower business users.”

“ai** | H2O AI Cloud, Driverless AI | Strong open-source roots and explainable AI | Companies wanting a balance of automation, control, and open-source flexibility.”

“ai** | H2O AI Cloud, Driverless AI | Strong open-source roots and explainable AI | Companies wanting a balance of automation, control, and open-source flexibility.”

“Enterprise trust, governance, and industry expertise”