--- title: Lightdash Reviews meta\_title: 'Lightdash Reviews 2026: Details, Pricing, & Features | G2' meta\_description: Filter 19 reviews by the users' company size, role or industry to find out how Lightdash works for a business like yours. aggregate\_rating: rating\_value: 4.9 review\_count: 19 scale: '5' date\_modified: '2026-08-07' parent\_category: name: Analytics Tools & Software url: https://www.g2.com/categories/analytics-tools-software --- # Lightdash Reviews & Product Details Visit Website Lightdash is the fastest way for modern data teams to build and scale AI-powered self-serve analytics. It enables analysts to define metrics and make them accessible to non-technical users, who can explore data and build dashboards without writing SQL. Lightdash integrates with modern data stacks, supports a governed semantic layer, and offers developer-friendly features like Git-based workflows. It is designed to reduce the overhead of maintaining BI tools, streamline metric definitions, and improve access to consistent data across teams. Lightdash is used and trusted by companies of all sizes, from start ups to international publicly listed organisations. * * * Product Website Lightdash Seller [Lightdash](https://www.g2.com/sellers/lightdash) Discussions [Lightdash Community](https://www.g2.com/products/lightdash/discuss) Languages Supported English Overview by Hamzah Chaudhary Show More ## Pricing Pricing provided by Lightdash. ### Lightdash Cloud Starter $800.00 Per Month ### Lightdash Cloud Pro $2,400.00 Per Month [ View More Pricing Information ](https://www.g2.com/products/lightdash/pricing) ## Top-Rated Alternatives [ ![Metabase](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Metabase") Metabase 4.4/5(147) ](https://www.g2.com/products/metabase/reviews) [ ![Apache Superset](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Apache Superset") Apache Superset 4.4/5(53) ](https://www.g2.com/products/apache-superset/reviews) [ ![Looker](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Looker") Looker 4.4/5(1,656) ](https://www.g2.com/products/looker/reviews) [ View All Alternatives ](https://www.g2.com/products/lightdash/competitors/alternatives) ## User Insights Average based on 19 real user reviews. Typical contract price $0k - $0k [Sign in to view](/login) Per Month [Log in to unlock pricing and user insights](/login) ## Lightdash Integrations (1) What do users say about integrations? Integration information sourced from real user reviews. [ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Slack ](https://www.g2.com/products/slack/reviews) Show More ![Moritz V.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Moritz V.") MV Moritz V. Director Business Intelligence Small-Business (50 or fewer emp.) 4/4/2026 "Lightdash: Lightning-Fast dbt-Powered BI with Rapid Feature Releases" 5/5 What do you like best about Lightdash? It is built on top of dbt and combines the best of all worlds: - it is 10x faster to compute visualizations than Tableau - it is much easier to built data models than in Tableau or Looker - data models are directly "verified"/they break if they are not compatible within dbt (in Tableau/Looker, similar tools -- these are two separate worlds) - the Lightdash team releases new features (also upon request) at lightning speed - I can build new dashboards/charts via prompting in Cursor Review collected by and hosted on G2.com. What do you dislike about Lightdash? Honestly I don't see any so far: If at all, it requires relatively high technical skill. It cannot be used effectively by a "plug-n-play" BI Analyst. If the price is an issue, one can consider self-hosting. Review collected by and hosted on G2.com. What problems is Lightdash solving and how is that benefiting you? I started off liking Tableau as a BI tool better than PowerBI. Then, I could see the compute downsides and missing git repo in Tableau compared to Looker. Then, I can see the issue that Looker is very expensive and that Looker is not dbt integrated, i.e. you constantly need to maintain two disconnected repos and make changes in two places. Lightdash is by far the best BI tool out there today. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic ![Alice P.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Alice P.") AP Alice P. Customer Relationship Management Assistant Marketing and Advertising Small-Business (50 or fewer emp.) 4/22/2026 "Precise Data Insights, Minor Clunky Aspects" 4.5/5 What do you like best about Lightdash? I like how specific you can be when pulling data, which really helps to narrow down exactly what you're trying to understand or look at. I also like the ability to translate metrics into graphs and share links with other team members. In general, it's a great tool to use for reporting. Review collected by and hosted on G2.com. What do you dislike about Lightdash? It can be a bit clunky and confusing at times due to the naming of things, for example, 'region' is actually named 'store', which doesn't feel that obvious to me. The naming of fields can feel confusing and needing to constantly refresh data without it doing this automatically when you pull something new in. Also, not being able to copy the table easily the way you would in an Excel spreadsheet. Review collected by and hosted on G2.com. What problems is Lightdash solving and how is that benefiting you? I use Lightdash for pulling data and metrics, which is good for reporting and analysis. It helps understand problems by narrowing down exactly what you need. I like translating metrics into graphs and sharing with the team, making it a great tool for reporting. Review collected by and hosted on G2.com. Show More Validated ReviewerSource: Organic ![Caitlyn C.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Caitlyn C.") CC Caitlyn C. Medical Assistant Mid-Market (51-1000 emp.) 4/23/2026 "Effortless Data Reporting with Lightdash" 5/5 What do you like best about Lightdash? I love the ease of use with Lightdash, especially being able to easily view reports. It saves me time with its super helpful feature of having all data in one place and creating easy reports. The automated reports for metrics are also something I value a lot. Review collected by and hosted on G2.com. What do you dislike about Lightdash? I really like Lightdash and can't think of any improvements. Review collected by and hosted on G2.com. What problems is Lightdash solving and how is that benefiting you? I find Lightdash super helpful for keeping all data in one place and creating easy reports, which saves time. I love the ease of use for viewing reports and how automated reports simplify metrics tracking. Review collected by and hosted on G2.com. Show More Validated ReviewerSource: Organic ![Hattie P.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Hattie P.") HP Hattie P. CRM and Content Manager Small-Business (50 or fewer emp.) 6/3/2025 "Very easy to use (even as a data novice)" 5/5 What do you like best about Lightdash? The fact that it's so intuitive (with some initial training) allowing all members of the team to create their own dashboards. Review collected by and hosted on G2.com. What do you dislike about Lightdash? I think the initial setup took the team some time to implement. Review collected by and hosted on G2.com. What problems is Lightdash solving and how is that benefiting you? Allowing us to make data-informed decisions for marketing. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite ![Sami R.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Sami R.") SR Sami R. Director of Data Mid-Market (51-1000 emp.) 6/14/2024 "This is how business intelligence should be" 5/5 What do you like best about Lightdash? Lightdash has been an absolute gamechanger, its eliminated shadow semantic layers and the disconnect from business driven insights and those from the data team. It has very strong inituitive seperation of dashboards and charts which is all validated through DBT. Therefor every element of a dashboard is answering a business question and stakeholders and pick & mix different charts that are governed and semantically correct for their personal usage. This was one of easiest tools tio implement and we were up and running within less than 2 days. We've depreciated Tableu, PowerBI, and GoogleLooker for Lightdash and we've noticed a higher usage amongst our business stakeholders since. Review collected by and hosted on G2.com. What do you dislike about Lightdash? I struggled to fill in this section. Theres not much in terms of functionality or engineering that is missing at all. I think the area of improvement may be scope and breadth of visualisations such as geo-spatial ones and clustering maps which are common dashboards outside of the pure BI arena Review collected by and hosted on G2.com. What problems is Lightdash solving and how is that benefiting you? -Answering Business Questions -Collating and governing thematic data accesses -Better data story telling -Novel ways of managing alerting and native testing of dashboards Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic ![Aleksandr Z.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Aleksandr Z.") AZ Aleksandr Z. Head of Business Intelligence Information Technology and Services Mid-Market (51-1000 emp.) 11/15/2023 "Obvious choice for dbt-first BI teams that serve truly data/insights hungry users." 5/5 What do you like best about Lightdash? Few years ago we went for ThoughtSpot over Looker. Wish back then Lightdash (LD) was as great as it became now. Fixed this now and moved to LD few months ago. Main highlights: - Open-source or flat low level priced cloud offering. Very clear price calculation approach as it's not consumption or user licenses base. I heard people saying "Lightdash is an open-source Looker", if team keeps the pace and dedication to the product then I bet in few years we will be mostly hearing: "Looker is a closed-source Lightdash" - dbt project as a backbone. You keep all your data logic in the same repo. Convenient ci/cd. - advanced LD specific modeling functionality. Not as mature as LookML, but getting there. - Pretty intuitive for non-technical users with minimal onboardings. Unlocks them with self-service capabilities. At our company small BI maintains models and only few top level reports, the rest of the content created/maintained and communicated by stakeholders' data champions. - Bonus item that I realized only after committing to Ligthdash. There's no limit for the number of projects and user sharing. We started using it extensively to segregate reporting areas and share reports with our clients. That's normally considered a premium feature in classical enterprise BI platforms. That feature allowed us to retire DataStudio reports that were maintained solely due to ease of external sharing. - Very transparent requirements/issue tracking - Supportive, approachable, and reactive Lightdash team. - All communications are slack driven, with a great community. No tickets to create for question, no enterprise portals that get your stuff stuck for weeks. Review collected by and hosted on G2.com. What do you dislike about Lightdash? - some advanced modelling challenges are not yet possible. But team is aware and working on improving the logic. - missing multi-tab reporting capabilities. - as I got spoiled by them replying to me in an hour max, it's getting annoying when they take a few hours to reply to my multiple unreasonable questions :-) Review collected by and hosted on G2.com. What problems is Lightdash solving and how is that benefiting you? Lightdash gets self-service function covered. BI team can focus on more strategic projects and not spending most of the time working on ad-hocs and improving existing dashboards. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic ![Gary J.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Gary J.") GJ Gary J. Mid-Market (51-1000 emp.) 11/15/2023 "The intuitive BI tool that's also an engineer's best friend" 5/5 What do you like best about Lightdash? The speed of iteration and helpfulness of the team, and their aptitude to prioritise the most useful features they add to their product. Being able to deploy to Lightdash via CI-CD was a massive time save for our team compared to existing solutions, and really upped the amount of engaged BI users within the company with all the extra content deployed at speed. The bonus aspects of the CLI and API make it a great developer experience, and allow us to integrate it into multiple parts of the analytics workflow, as well as control versioning/ compatibility from a central location. The low barrier to entry for business users really helped shift a bunch of workload from our data team. Review collected by and hosted on G2.com. What do you dislike about Lightdash? There aren't really any things to dislike as such! but if I were to dream of future features, they may be things like improving the search/ discoverability aspect of the tool, to help guide new or existing users to content that's relevant for them. Beyond that, charts as code, removing the step of creating a chart/ dashboard for a new metric (or even just version controlling the core ones for the business) would be mega Review collected by and hosted on G2.com. What problems is Lightdash solving and how is that benefiting you? Getting metrics and data into the hands of the business to provide access and easy service for core metrics, as well as stability for these via a metrics layer. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic ![Chad F.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Chad F.") CF Chad F. Mid-Market (51-1000 emp.) 12/13/2023 "Excellent experience" 5/5 What do you like best about Lightdash? Lightdash is our primary BI tool. It is very simple to get started on, and has all of the features needed to run a BI team. It's also part of the 'semantic layer' community of BI tools, that do much more than create pretty charts. It allows for lay people to explore data, and get rich insights, based on pre defined logic that the analytics team creates in the tool. Too often in the past, I would give a business user access to a BI tool, and they created dashboards with incorrect conclusions because there was no way to pre-define calculations/joins/metrics/etc. Lightdash solves this problem in a big way. I like how lightdash is fully integrated with DBT. In previous roles, using other BI tools, there was a gulf between our database logic and the BI tool. It was almost impossible to scope changes across the systems, and determine how upstream changes would effect BI. Because Lightdash is built on top of DBT, this is much easier to understand. The ability to create a report, that any user can explore, filter, group etc. while within the guard rails set up by our analytics team is also very nice. The team is very responsive to bug/feature requests and support. Review collected by and hosted on G2.com. What do you dislike about Lightdash? Lightdash is still relatively young, and there are some features missing that would help us tremendously. None of these missing features are dealbreakers, but we find ourselves looking for work arounds quite often. All of these feature requests are in their backlog/roadmap, so I am expectantly waiting on their arrival. Review collected by and hosted on G2.com. What problems is Lightdash solving and how is that benefiting you? Databases are mostly just collections of tables with rows and columns. When you hook a database up to a BI tool, you then need to create metrics/charts/dashboards. In the past, it was almost impossible to create a well curated set of metric/kpi definitions, based on pre-defined rule sets. This led to business users who either: had such limited access that they could not reasonably dig into data deep enough to get needed insights, or business users who created dashboards/charts based on incorrect calculations/joins/etc. This put a ton of strain on analysts to create 100's of cuts of the same metric. Lightdash solves this problem by allowing analysts to define metrics/joins/dimensions that business users use to create their own charts. Review collected by and hosted on G2.com. Show More Validated ReviewerSource: Organic ![Thomas W.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Thomas W.") TW Thomas W. Mid-Market (51-1000 emp.) 11/7/2023 "Looker but easier to implement and fraction of the price" 5/5 What do you like best about Lightdash? Lightdash is very similar to Looker in terms of user experience, which made it really easy to adopt given the familiarity. Particularly like the fact that you can define your metrics in your dbt project, which makes it simple to get started. This combined with their CLI tools make it very developer friendly. Also, there's an open source version but even if you're using their cloud product, it's a fraction of the price vs Looker. Review collected by and hosted on G2.com. What do you dislike about Lightdash? It's still a new tool so there's some small things where they're still catching up with Looker in terms of visualizations (e.g. freezing columns in charts) but the team is quick to ship and very customer-centric so imagine they'll be at par and then some relatively quickly. Review collected by and hosted on G2.com. What problems is Lightdash solving and how is that benefiting you? Data visualization and self-serve analytics for non-technical users Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic ![Matt P.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Matt P.") MP Matt P. Small-Business (50 or fewer emp.) 11/15/2023 "Great Integration with dbt" 4.5/5 What do you like best about Lightdash? The seamless integration with dbt is outstanding. Previously our companies only BI was limited to Google Sheets, but Lightdash has made it possible to visualize over 150+ models in under 6 months. Being developer first and having that tight integration into dbt has made standing up this tool with a small team seamless Additionally the customer support has been top notch as the team is very responsive to all our questions Review collected by and hosted on G2.com. What do you dislike about Lightdash? There have been growing pains along the way as Lightdash has gone from an alpha product to something ready for prime time. But they are catching up with other tools at a rapid rate. The mobile solution could be much stronger. Review collected by and hosted on G2.com. What problems is Lightdash solving and how is that benefiting you? They address both internal and external customer issues Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic ## Pricing Options Pricing provided by Lightdash. ### Lightdash Cloud Starter $800.00 Per Month ### Lightdash Cloud Pro $2,400.00 Per Month ### Lightdash Cloud Enterprise Contact Us Per Year [ View More Pricing Information ](https://www.g2.com/products/lightdash/pricing) Lightdash Comparisons ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_c749464573e261d9876ddc5753682133/metabase.png "Product Avatar Image") Metabase 4.4/5(147) [ Compare Now ](https://www.g2.com/compare/lightdash-vs-metabase) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_ddf79295bafe040e5eb4445f76436884/apache-superset.png "Product Avatar Image") Apache Superset 4.4/5(53) [ Compare Now ](https://www.g2.com/compare/apache-superset-vs-lightdash) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_aeae116c52945fdecd7ed16d621cb315/looker.png "Product Avatar Image") Looker 4.4/5(1,656) [ Compare Now ](https://www.g2.com/compare/lightdash-vs-looker) ##### ##### Lightdash Features Reports Reports Interface Graphs and Charts Score Cards Self Service Calculated Fields Data Column Filtering Data Discovery Advanced Analytics Data Visualization Building Reports Data Modeling [ View More Features ](https://www.g2.com/products/lightdash/features) ##### Categories on G2 [Analytics Platforms](https://www.g2.com/categories/analytics-platforms) ##### Explore More [Best desktop expense management software](https://www.g2.com/discussions/best-desktop-expense-management-software)[Top platforms for real-time ABM performance monitoring](https://www.g2.com/discussions/top-platforms-for-real-time-abm-performance-monitoring)[Which healthcare integration engines are most reliable based on reviews from software IT analysts managing high-volume healthcare networks?](https://www.g2.com/discussions/which-healthcare-integration-engines-are-most-reliable-based-on-reviews-from-software-it-analysts-managing-high-volume-healthcare-networks) [What is the most affordable WhatsApp marketing software for SMBs?](https://www.g2.com/discussions/what-is-the-most-affordable-whatsapp-marketing-software-for-smbs)[Is a dedicated on-premise data integration platform worth it for a mid-size data team?](https://www.g2.com/discussions/is-a-dedicated-on-premise-data-integration-platform-worth-it-for-a-mid-size-data-team)[Which Sage Intacct channel partners provide intercompany management and compliance automation expertise for complex multi-entity organisations?](https://www.g2.com/discussions/which-sage-intacct-channel-partners-provide-intercompany-management-and-compliance-automation-expertise-for-complex-multi-entity-organisations) [Show MoreShow Less](javascript:void(0);)