Lightdash vs Mode Enterprise comparison

Lightdash and Mode are both solutions in the BI (Business Intelligence) Tools category. Lightdash is ranked #50, while Mode is ranked #30 with an average rating of 6.5. Lightdash holds a 0.6% mindshare in BIT, compared to Mode’s 0.9% mindshare. Additionally, 83% of Mode users are willing to recommend the solution.

Lightdash

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492 Comparison Views

Mode Enterprise

Read 6 Mode Enterprise reviews

1,362 Views
1,022 Comparison Views

83% willing to recommend

Lightdash

Mode Enterprise

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Executive SummaryUpdated on Feb 8, 2026

Mode Enterprise and Lightdash are competing in the analytics space, each offering distinct advantages. Mode Enterprise appears more beneficial in pricing and support, while Lightdash's standout features make it a preferred investment for many.

Features: Mode Enterprise provides comprehensive reporting tools and advanced analytics, ideal for data-driven organizations. It offers robust reporting capabilities, enabling detailed data insights. Lightdash stands out with its open-source model and direct integration with dbt, enhancing flexibility and adaptability. It focuses heavily on integration capabilities to provide seamless connectivity. Lightdash's standout feature is its adaptability to user needs through community-driven enhancements.

Ease of Deployment and Customer Service: Mode Enterprise supports seamless deployment with extensive customer service, aiming for straightforward implementation. Its structured approach caters to a broad range of deployment scenarios. Lightdash offers a personalized deployment process with strong community support, focusing on customization and user guidance. This personalized touch provides an advantage in deployment ease and service flexibility.

Pricing and ROI: Mode Enterprise often involves higher setup costs but promises significant ROI through its advanced feature set. Its pricing model is structured to align closely with the value of its features. Lightdash, being open-source, offers lower upfront costs, delivering compelling ROI due to community-driven enhancements and frequent feature updates. Its beneficial pricing appeals to budget-conscious buyers, making it a strategically priced option.

To learn more, read our detailed BI (Business Intelligence) Tools Report (Updated: March 2026).

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BI (Business Intelligence) Tools

March 2026

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Helped 885,667 peers since 2012

Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:

Categories and Ranking

Lightdash

Ranking in BI (Business Intelligence) Tools

50th

Average Rating

0.0

Number of Reviews

Ranking in other categories

No ranking in other categories

Mode Enterprise

Ranking in BI (Business Intelligence) Tools

30th

Average Rating

7.4

Reviews Sentiment

4.8

Number of Reviews

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of April 2026, in the BI (Business Intelligence) Tools category, the mindshare of Lightdash is 0.6%, up from 0.1% compared to the previous year. The mindshare of Mode Enterprise is 0.9%, up from 0.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.

BI (Business Intelligence) Tools Mindshare Distribution
Product	Mindshare (%)
Mode Enterprise	0.9%
Lightdash	0.6%
Other	98.5%

BI (Business Intelligence) Tools

Featured Reviews

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Shivkumar Targude

Senior Software Engineer at a tech services company with 1,001-5,000 employees

Custom cohort dashboards have transformed customer tracking but still need richer built‑in visuals

From my perspective, adding more custom visualizations as inbuilt features would be greatly beneficial for developers and other teams. For specific visualizations, we currently need to use Python and JavaScript combinations to create great visualizations such as cohort analysis. If these visualizations were added by default to Mode Enterprise, it would be beneficial for all of us. There are common visualizations that are not currently in Mode Enterprise but should be added. There are advantages and disadvantages to the current state. The advantages mainly include the ability to combine all datasets, which definitely reduces time. Because Python and JavaScript are supported, we can develop cohort dashboards, which many other BI tools do not support. Mode Enterprise supports cohort dashboards, which is a significant advantage.

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Top Industries

By visitors reading reviews

No data available

Construction Company

15%

Media Company

11%

Computer Software Company

Manufacturing Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

No data available

Questions from the Community

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What needs improvement with Mode Analytics?

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What is your primary use case for Mode Analytics?

Mode Enterprise is being used for dashboard purposes only, specifically for custom dashboards. For the e-commerce domain, we use Mode Enterprise to track customers, such as finding out a customer's...

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What advice do you have for others considering Mode Analytics?

Regarding licensing, I cannot provide detailed information on that topic. However, I can say that Power BI is open-source. If Mode Enterprise were provided as open-source, more people could start u...

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Comparisons

Metabase vs Lightdash

Compared 37% of the time

Microsoft Power BI vs Lightdash

Compared 35% of the time

Tableau Enterprise vs Lightdash

Compared 16% of the time

Pyramid Analytics vs Lightdash

Compared 12% of the time

More Lightdash Competitors

Hex vs Mode Enterprise

Compared 15% of the time

Microsoft Power BI vs Mode Enterprise

Compared 12% of the time

Metabase vs Mode Enterprise

Compared 10% of the time

Tableau Enterprise vs Mode Enterprise

Compared 9% of the time

MicroStrategy vs Mode Enterprise

Compared 9% of the time

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Product Reports

Buyer's Guide

BI (Business Intelligence) Tools

March 2026

Download Lightdash product report

Buyer's Guide

BI (Business Intelligence) Tools

March 2026

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Overview

Lightdash delivers fast and collaborative data experiences tailored for teams, offering powerful insights through robust data tools. Designed for modern data workflows, it enhances data accessibility and fosters informed decision-making across enterprises.

Geared towards technical teams, Lightdash provides seamless data exploration and visualization, allowing users to connect directly with their data warehouse. By integrating with existing data tools, teams can leverage full power of data assets to generate comprehensive insights. Its user-friendly approach enables quick adoption and enhances analytical capabilities.

What are Lightdash's key features?

Seamless integration: Effortlessly connects with leading data warehouses for immediate data access.
Real-time collaboration: Allows teams to work together efficiently on data projects.
Customizable dashboards: Provides intuitive dashboard design to meet data visualization needs.
Open source: Offers transparency and flexibility, encouraging community-driven improvements.
Efficient data exploration: Simplifies the process of querying and visualizing complex data.

Why should users consider Lightdash's benefits?

Improved decision-making: Facilitates access to actionable insights.
Cost-effective scalability: Grows with the business without incurring high costs.
Enhanced productivity: Streamlines data operations, saving time and resources.
Community support: Leverages a vast network of contributors for continuous improvement.

Lightdash is particularly beneficial in industries like e-commerce, finance, and technology, where data-driven decision-making is paramount. By providing tools for quick data access and visualization, it supports businesses in adapting to dynamic market conditions and optimizing their operations through data insights.

Lightdash

Mode Enterprise offers a data-focused analytics platform designed for businesses seeking advanced insights and efficiency. It combines robust data exploration with seamless reporting capabilities.

Mode Enterprise caters to data-driven enterprises by providing them with the tools necessary for real-time analysis. It’s engineered to enhance business decision-making through comprehensive data visualization, encouraging immediate insights and collaborative work across teams. The platform’s integration capabilities allow for smoother adaptation into existing workflows, enhancing agility and responsiveness.

What key features does Mode Enterprise offer?

Real-Time Collaboration: Enables teams to collaborate on reports simultaneously.
Data Visualization: Offers dynamic charts and graphs for data insights.
SQL Editor: Advanced querying tools for complex data analysis.
Custom Reporting: Flexible report creation tailored to specific metrics.

What benefits and ROI should users consider?

Improved Decision Making: Facilitates informed business strategies.
Increased Efficiency: Streamlines data management workflows.
Enhanced Collaboration: Supports transparent and cooperative efforts.
Cost-Effectiveness: Reduces time and resources spent on manual data handling.

Mode Enterprise effectively serves sectors like finance, retail, and healthcare by providing industry-specific analytics solutions. Its adaptability allows for personalized implementations, meeting each sector's unique data analysis needs and contributing to improved operational outcomes. By fostering agility, it aids industries in staying competitive through timely insights and informed strategic decisions.

Mode

Sample Customers

Information Not Available

Lyft, Zenefits, Twitch, Trello, Clover, Grovo, CrowdFlower, Segment, Everlane, Pocket, Highfive

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