Datafor vs. Looker Comparison


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VantageCloud empowers users to run complex queries, build data pipelines, and operationalize machine learning models—all while maintaining interoperability with modern data ecosystems. 1,122 Ratings Visit Website Grafana Cloud Grafana Labs delivers the leading AI-powered observability platform, built around Grafana—the world’s most widely adopted open source technology for dashboards and visualization. Recognized as a Leader in the 2025 Gartner® Magic Quadrant™ for Observability Platforms, Grafana Labs supports more than 25 million users and thousands of organizations, from startups to the Fortune 500. Grafana Cloud is the open observability cloud, built on open source, open standards, and open ecosystems. Powered by the LGTM stack—Grafana (visualization), Mimir (metrics), Loki (logs) & Tempo (traces)—it unifies telemetry in one platform for full-stack visibility across applications, infrastructure, and digital experiences. With the AI-powered Grafana Assistant and Adaptive Telemetry suite, teams detect and resolve issues faster, reduce wasteful telemetry spend, and gain real-time insights to ensure reliability. Native OTel support and 100s of integrations mean you can plug in existing tools & data sources. 853 Ratings Visit Website Google Cloud BigQuery BigQuery is a serverless, multicloud data warehouse that simplifies the process of working with all types of data so you can focus on getting valuable business insights quickly. At the core of Google’s data cloud, BigQuery allows you to simplify data integration, cost effectively and securely scale analytics, share rich data experiences with built-in business intelligence, and train and deploy ML models with a simple SQL interface, helping to make your organization’s operations more data-driven. 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With dbt, data analysts and data engineers can collaborate on version-controlled SQL models, enforce testing and documentation standards, lean on detailed metadata to troubleshoot and optimize pipelines, and deploy transformations reliably at scale. Built on modern software engineering best practices, dbt brings transparency and governance to every step of the data transformation workflow. Thousands of companies, from startups to Fortune 500 enterprises, rely on dbt to improve data quality and trust as well as drive efficiencies and reduce costs as they deliver AI-ready data across their organization. Whether you’re scaling data operations or just getting started, dbt empowers your team to move from raw data to actionable analytics with confidence. 263 Ratings Visit Website DAT DAT Freight & Analytics operates DAT One, North America’s largest truckload freight marketplace; DAT iQ, the industry’s leading freight data analytics service; and Trucker Tools, the leader in load visibility. 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About Let everyone become a data analyst, easily analyze all data, gain keen insight, and realize business innovation. Datafor's unique and powerful data visualization and analytics capabilities help organizations get real value from their data, and everyone in the business can ask complex data questions and gain meaningful insights. Datafor can intelligently generate your data model, allowing you to focus on the understanding of business and data, and the standardization and unification of measurement standards. Every employee has access to accurate, customizable datasets and metrics. Easily create reports and beautiful dashboards by dragging and dropping without professional skills. Business analysts can easily share data stories and the value of data from any device anytime, anywhere. With the advent of the data age changing people's lifestyles and ever-changing data technologies, Datafor's scalability allows you to stay on top of technology trends.	About Looker, Google Cloud’s business intelligence platform, enables you to chat with your data. Organizations turn to Looker for self-service and governed BI, to build custom applications with trusted metrics, or to bring Looker modeling to their existing environment. The result is improved data engineering efficiency and true business transformation. Looker is reinventing business intelligence for the modern company. Looker works the way the web does: browser-based, its unique modeling language lets any employee leverage the work of your best data analysts. Operating 100% in-database, Looker capitalizes on the newest, fastest analytic databases—to get real results, in real time.
Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook	Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook
Audience Companies that need a powerful data analysis software solution	Audience Data and business teams interested in a powerful data analytics, business intelligence, and data visualization solution
Support Phone Support 24/7 Live Support Online	Support Phone Support 24/7 Live Support Online
API Offers API	API Offers API
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing No information available. Free Version Free Trial	Pricing No information available. Free Version Free Trial
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 4.8 / 5 ease 4.3 / 5 features 4.7 / 5 design 4.5 / 5 support 4.7 / 5 Read all reviews
Training Documentation Webinars Live Online In Person	Training Documentation Webinars Live Online In Person
Company Information Datafor China datafor.com.cn/en/	Company Information Google Founded: 1998 United States cloud.google.com/looker/
Alternatives Alteryx Designer Alteryx	Alternatives dbt dbt Labs
Grow Epicor Software	Snowflake
Virtualitics	Domo
Paxata	Amazon QuickSight Amazon
Montara View All	Microsoft Power BI Microsoft View All
Categories Data Analysis Data Visualization	Categories AI Data Analytics Big Data Business Intelligence Business Performance Management Dashboard Data Analysis Data Collaboration Data Engineering Data Modeling Data Visualization Digital Analytics Embedded Analytics Go-To-Market Marketing Analytics Reporting Sales Analytics Web Analytics
	Data Analysis Features Data Discovery Data Visualization High Volume Processing Predictive Analytics Regression Analysis Sentiment Analysis Statistical Modeling Text Analytics Data Visualization Features Analytics Content Management Dashboard Creation Filtered Views OLAP Relational Display Simulation Models Visual Discovery Show More Features Big Data Features Collaboration Data Blends Data Cleansing Data Mining Data Visualization Data Warehousing High Volume Processing No-Code Sandbox Predictive Analytics Templates Business Intelligence Features Ad Hoc Reports Benchmarking Budgeting & Forecasting Dashboard Data Analysis Key Performance Indicators Natural Language Generation (NLG) Performance Metrics Predictive Analytics Profitability Analysis Strategic Planning Trend / Problem Indicators Visual Analytics Business Performance Management Features Ad hoc Analysis Ad Hoc Reports Budgeting & Forecasting Consolidation / Roll-Up Dashboard Key Performance Indicators Predictive Analytics Qualitative Analysis Quantitative Analysis Scorecarding Strategic Planning Dashboard Features Annotations Data Source Integrations Functions / Calculations Interactive KPIs OLAP Private Dashboards Public Dashboards Scorecards Themes Visual Analytics Widgets Embedded Analytics Features Ad hoc Query Application Development Benchmarking Dashboard Interactive Reports Mobile Reporting Multi-User Collaboration Self Service Analytics Streaming Analytics Visual Workflow Management Marketing Analytics Features A/B Testing Campaign Management Channel Attribution Customer Journey Mapping Dashboard Performance Metrics Predictive Analytics ROI Tracking Social Media Metrics Website Analytics Reporting Features Customizable Dashboard Data Source Connectors Drag & Drop Drill Down Email Reports Financial Reports Forecasting Marketing Reports OLAP Report Export Sales Reports Scheduled / Automated Reports Sales Analytics Features Collaboration Tools Dashboards Forecasting Analytics Ideal Customer Profile (ICP) Lead Analytics Pipeline Management Predictive Forecasting Predictive Lead Scoring Sales Intelligence Reporting Web Analytics Features Campaign Management Conversion Tracking Form Analytics Goal Tracking Keyword Tracking Multiple Site Management Pageview Tracking Referral Source Tracking Site Search Tracking Time on Site Tracking User Interaction Tracking
Integrations Azquo Blindata Blink Cargo Dataddo Datazoom GeoSpock Keebo Keyword.com Kyvos Semantic Layer Mentionlytics ProRankTracker Rootly SingleStore Starburst Enterprise Storydoc ThinkData Works Vertica Y42 Show More Integrations	Integrations Azquo Blindata Blink Cargo Dataddo Datazoom GeoSpock Keebo Keyword.com Kyvos Semantic Layer Mentionlytics ProRankTracker Rootly SingleStore Starburst Enterprise Storydoc ThinkData Works Vertica Y42 Show More Integrations View All 250 Integrations
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