Hex vs. Lightdash Comparison


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Our rapidly growing customer base spans the automotive, medical device, life sciences, semiconductor, aerospace & defense, industrial manufacturing, consumer electronics, financial services, and insurance industries. 387 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 2026 Gartner® Magic Quadrant™ for Observability Platforms (3x) and furthest in Completeness of Vision (2025, 2026), 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. 860 Ratings Visit Website Harmoni A powerful data analysis and visualization platform purpose-built for market research data. From data processing through to analysis, reporting, visualization, dashboards, distribution, and data alerts, Harmoni is for you. Spend less time processing data, and more time analyzing it. Harmoni uses automation to make your job easier. With Harmoni, it's easy to provide valuable, actionable insights to stakeholders. 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About Hex brings together the best of notebooks, BI, and docs into a seamless, collaborative UI. Hex is a modern Data Workspace. It makes it easy to connect to data, analyze it in collaborative SQL and Python-powered notebooks, and share work as interactive data apps and stories. Your default landing page in Hex is the Projects page. You can quickly find projects you created, as well as those shared with you and your workspace. The outline provides an easy-to-browse overview of all the cells in a project's Logic View. Every cell in the outline lists the variables it defines, and cells that return a displayed output (chart cells, Input Parameters, markdown cells, etc.) display a preview of that output. You can click any cell in the outline to automatically jump to that position in the logic.	About Lightdash instantly turns your dbt project into a full-stack BI platform. Analysts write metrics and Lightdash enables self-serve for the entire business. All of your fields in Lightdash are defined in your dbt project making it super easy to keep all of your business logic in one place. Use the Lightdash CLI with your favorite text editor to test, preview & save your changes in Lightdash. With just a few clicks, you can create beautiful charts from the data you’ve added to your Lightdash project. In Lightdash you manage everything as code, bringing productivity & governance to your BI tool. Build charts & dashboards to share key metrics with the team. Added context makes all the difference! SQL for the experts & intuitive UI for the rest - with Lightdash, everyone is an analyst! With project-based roles & permissions, you can easily invite your team to collaborate. Forever self-hosted with unlimited usage.
Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Individuals in need of a collaborative data platform	Audience Analysts searching for a solution to manage their data, create charts, and build dashboards to share metrics
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Supported Online Supported
API Offers API Not Supported	API Offers API Not Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing $24 per user per month Free Version Not Supported Free Trial Not Supported	Pricing $400 per month Free Version Supported Free Trial Not Supported
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 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

Training Documentation Supported Webinars Not Supported Live Online Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Supported In Person Not Supported
Company Information Hex hex.tech/	Company Information Lightdash Founded: 2020 England www.lightdash.com
Alternatives PopSQL	Alternatives Supaboard
Microsoft Power BI Microsoft	Hex
Coginiti	Exply Sandstorm
Databricks	Zebra AI Zebra BI
JetBrains DataSpell JetBrains View All	Sparrow View All
Categories Business Intelligence Supported Dashboard Supported Data Analysis Supported Data Collaboration Supported Data Science Supported Data Visualization Supported Drag and Drop App Builders Supported Embedded Analytics Supported Machine Learning Supported	Categories Business Intelligence Supported Dashboard Supported

Integrations Amazon Redshift Supported Databricks Supported GitHub Supported Google Cloud BigQuery Supported Orchestra Supported PostgreSQL Supported Snowflake Supported dbt Supported 5X Not Supported Amazon Athena Supported Amazon Web Services (AWS) Not Supported Bitbucket Not Supported Claude Supported Cocodly Supported Dash Supported Microsoft Azure Not Supported PICO Supported Presto Supported SQL Server Supported Snowflake Cortex AI Supported Show More Integrations View All 22 Integrations	Integrations Amazon Redshift Supported Databricks Supported GitHub Supported Google Cloud BigQuery Supported Orchestra Supported PostgreSQL Supported Snowflake Supported dbt Supported 5X Supported Amazon Athena Not Supported Amazon Web Services (AWS) Supported Bitbucket Supported Claude Not Supported Cocodly Not Supported Dash Not Supported Microsoft Azure Supported PICO Not Supported Presto Not Supported SQL Server Not Supported Snowflake Cortex AI Not Supported Show More Integrations View All 15 Integrations
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