

Tableau Enterprise and Google Cloud Datalab are competing products in the data analytics space. Tableau Enterprise seems to have the upper hand in customer support and pricing structures, while Google Cloud Datalab offers extensive capabilities that appeal to users seeking powerful data processing and machine learning integration.
Features: Tableau Enterprise offers robust data visualization, interactive dashboards, and extensive integration capabilities, making it ideal for scalable analytics. It features easy-to-use drag-and-drop functionality, seamless data source integration, and powerful storytelling capabilities. Google Cloud Datalab stands out with enhanced machine learning integration, allowing seamless collaboration with Google Cloud tools. It offers robust infrastructure, easy setup for data pipeline design, and valuable APIs that enhance data exploration and analysis.
Room for Improvement: Tableau Enterprise could improve its cloud-centric approach, flexibility in complex data handling, and expand on machine learning capabilities. Google Cloud Datalab may require enhancements in customer support, cost-effectiveness, and user-friendly interactive dashboard features.
Ease of Deployment and Customer Service: Google Cloud Datalab provides a cloud-centric deployment model that integrates smoothly with other Google Cloud services, offering flexible scaling. Tableau Enterprise offers more traditional installation processes but excels in customer support with better on-site service options, making it preferred for those valuing hands-on assistance.
Pricing and ROI: Tableau Enterprise generally offers more predictable pricing models, aiding in straightforward budgeting and yielding solid ROI through effective data presentations. In contrast, Google Cloud Datalab's pricing can vary based on usage, which may increase costs but often delivers higher ROI through its extensive data processing and machine learning capabilities.
| Product | Market Share (%) |
|---|---|
| Tableau Enterprise | 11.3% |
| Google Cloud Datalab | 1.1% |
| Other | 87.6% |

| Company Size | Count |
|---|---|
| Small Business | 117 |
| Midsize Enterprise | 67 |
| Large Enterprise | 184 |
Cloud Datalab is a powerful interactive tool created to explore, analyze, transform and visualize data and build machine learning models on Google Cloud Platform. It runs on Google Compute Engine and connects to multiple cloud services easily so you can focus on your data science tasks.
Tableau Enterprise offers powerful features for creating interactive visualizations, dashboards, and maps, including drag-and-drop functionality and easy integration with multiple data sources, promoting real-time collaboration and self-service analysis.
Tableau Enterprise stands out with its ability to create user-friendly, interactive visualizations, making it pivotal for business intelligence applications. Users benefit from its seamless connectivity and advanced analytical functions, facilitating data blending and storytelling. Despite a complex learning curve and high licensing costs, its features like geospatial analysis and efficient content distribution drive its indispensable value for data-driven insights. Enhancements in predictive analytics and support integration with machine learning tools further its capabilities across industries.
What are the most valuable features?Tableau Enterprise is widely used for business intelligence, supporting industries like healthcare, telecommunications, and finance. Organizations utilize it to analyze performance indicators, operational insights, and financial analytics, enhancing decision-making through interactive reports and real-time data integration.
We monitor all Data Visualization reviews to prevent fraudulent reviews and keep review quality high. We do not post reviews by company employees or direct competitors. We validate each review for authenticity via cross-reference with LinkedIn, and personal follow-up with the reviewer when necessary.