Plotly Dash Enterprise vs XLCubed comparison

Plotly and Fluence Technologies are both solutions in the Reporting category. Plotly is ranked #4 with an average rating of 8.2, while Fluence Technologies is ranked #31. Plotly holds a 1.6% mindshare in RT, compared to Fluence Technologies’s 1.1% mindshare. Additionally, 100% of Plotly users are willing to recommend the solution, compared to 50% of Fluence Technologies users who would recommend it.

Plotly Dash Enterprise

Read 20 Plotly Dash Enterprise reviews

1,309 Views
1,217 Comparison Views

100% willing to recommend

XLCubed

Read 2 XLCubed reviews

775 Views
581 Comparison Views

50% willing to recommend

Plotly Dash Enterprise

XLCubed

Comparison Buyer's Guide

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Executive SummaryUpdated on Feb 8, 2026

XLCubed and Plotly Dash Enterprise compete in data visualization and analytics tools. Plotly Dash Enterprise often holds the advantage with its comprehensive capabilities and flexibility.

Features: XLCubed offers strict Excel integration, powerful data management, and seamless Microsoft Office application connectivity. Plotly Dash Enterprise focuses on interactive dashboard creation with Python, supports multiple programming languages, and provides significant extensibility for diverse applications.

Ease of Deployment and Customer Service: XLCubed enables quick implementation for users familiar with Excel, minimizing the need for extensive programming skills. Plotly Dash Enterprise supports both on-premises and cloud environments, offering flexibility in IT architecture along with extensive support and educational resources.

Pricing and ROI: XLCubed has a lower initial cost, appealing to smaller teams or budget-conscious businesses. Plotly Dash Enterprise requires a higher initial investment but offers superior ROI through its expansive ecosystem and flexibility, delivering significant long-term value.

To learn more, read our detailed Plotly Dash Enterprise vs. XLCubed Report (Updated: April 2026).

Buyer's Guide

Plotly Dash Enterprise vs. XLCubed

April 2026

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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

Plotly Dash Enterprise

Ranking in Reporting

4th

Average Rating

8.2

Reviews Sentiment

5.7

Number of Reviews

Ranking in other categories

No ranking in other categories

XLCubed

Ranking in Reporting

31st

Average Rating

7.6

Reviews Sentiment

6.3

Number of Reviews

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of May 2026, in the Reporting category, the mindshare of Plotly Dash Enterprise is 1.6%, up from 1.3% compared to the previous year. The mindshare of XLCubed is 1.1%, up from 0.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Reporting Mindshare Distribution
Product	Mindshare (%)
Plotly Dash Enterprise	1.6%
XLCubed	1.1%
Other	97.3%

Reporting

Featured Reviews

reviewer2835996

Data analyst at a non-profit with 51-200 employees

Interactive dashboards have transformed reporting and now speed up team decision making

One area where Plotly Dash Enterprise can be improved is the learning curve for beginners. It can take time to understand the callbacks and app structures. Debugging can sometimes be tricky, especially for complex apps. Improving documentation and providing more built-in templates or examples would make it easier for new users to get started. Another improvement could be around performance optimization in Plotly. For example, with a large dataset, a dashboard can sometimes become slow. Better built-in support for handling big data efficiently would help. Additionally, smoother integration with other data tools and cloud services would make it easier to fit into different tech stacks.

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it_user1391316

Head of Finance Systems at NHS

Cost effective with great capability, performance, flexibility and visuals

In general, we're happy with the solution but we're always looking to see what else is out there. The thing we've struggled with is our partnership with Tagetik UK, the consultants, and the issue we had gaining access to consultants to develop the solution on our behalf. Thankfully we connected directly with XLCubed and now have a pretty close and good relationship with them so the earlier problem we had of actually getting resources to help us develop has now been solved. One of the things that we've been asking for and would like as an additional feature is a sort of benchmarking functionality. The ability to be able to benchmark, directly against the company digital corporate numbers. That said, there seems to be improved functionality within the latest release that could help us develop that further.

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Quotes from Members

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

Pros

"My main use case with Plotly Dash Enterprise is equally comparable to Power BI and Tableau for creating dashboards."

"Development and deployment time typically shows a 50 to 80% faster time to production, and there is also a 60 to 90% reduction in repetitive reporting work because organizations have self-serve dashboards and scheduled reports where one internal app often replaces hours of weekly manual work."

"Using Plotly Dash Enterprise has helped us share insights faster across the team, as the dashboards became easily accessible, allowing stakeholders to view real-time data without depending on manual reports, which improved decision-making speed and reduced time spent on repetitive reporting tasks."

"Plotly Dash Enterprise has transformed my projects by moving them from local scripts to secure production-grade applications that drive faster data-driven decisions."

"It is a scalable solution. Scalability-wise, I rate the solution a nine to ten out of ten."

"We have seen a clear return on investment with Plotly Dash Enterprise, as the biggest gains have come from reduced time spent on manual reporting and faster delivery of dashboards."

"Plotly Dash Enterprise has positively impacted my organization by giving us valuable inputs through the interactive visuals, which we can use to make concrete decisions that help us improve our top line or bottom line."

"Plotly Dash Enterprise has positively impacted my organization because the easy Pandas integration meant less time on data preparation and faster chart generation."

More Plotly Dash Enterprise pros

"The solution has great capability, performance, flexibility, visuals, everything, and we also have a very good relationship with the consultants and the solution is also very cost effective."

"Great capability, performance, flexibility, visuals, and the solution is also very cost effective."

"I am looking forward to testing their full graphics that are available, as they looked very interesting in the demo."

Cons

"The solution cannot be deployed on the website and shared with others through its own platform."

"The tool needs to improve its pie charts. Regarding Plotly, I find the online documentation somewhat challenging to navigate, especially when dealing with many parameters. Searching through thousands of parameters can be a tedious and less straightforward process. While the documentation is available online and serves its purpose, I often encounter difficulties in finding the information."

"I sometimes find that the documentation is not comprehensive and more detailed documentation should be available for the benefit of other companies using it."

"Plotly Dash Enterprise works well for most cases, but for some large data sets, it can be a bit laggy."

"Plotly Dash Enterprise is pretty good, but it could benefit from more marketing so that more people are aware of it."

"I believe that the prices of the tool's paid services could be on the premium side, so the pricing model can be considered for improvement."

"I believe that Plotly Dash Enterprise should improve the enterprise membership plan, which is restricted to some features such as AG Grid table and data table, particularly the nested feature that requires a paid membership."

"While Plotly Dash Enterprise is powerful, its default look can sometimes feel more academic or technical than the sleek, modern UI of dedicated BI tools."

More Plotly Dash Enterprise cons

"There should be a better or an easier way to establish that connection to external sources."

"Would like the ability to be able to benchmark."

"It's quite a stable solution although we sometimes encounter issues internally within our IT department with regard to the structure."

"At this time, I cannot recommend this solution to others because I cannot connect."

Pricing and Cost Advice

"I only use the free tier of the product."

"It is an open-source tool. My company hasn't explored Plotly's premium services yet, but I believe the prices could be on the premium side."

"I am still using the two-week trial, but at first sight, the price is reasonable."

"14,000 Pounds per year for licensing."

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Top Industries

By visitors reading reviews

University

17%

Computer Software Company

10%

Outsourcing Company

Comms Service Provider

No data available

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	15
Midsize Enterprise	2
Large Enterprise	10

No data available

Questions from the Community

What is your experience regarding pricing and costs for Plotly?

The pricing for Plotly Dash Enterprise is based on custom and variable factors, with no fixed public prices. It depends on the number of users, deployment type, support level, and scale. The enterp...

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What needs improvement with Plotly?

There are definitely a few areas where Plotly Dash Enterprise could improve to become even more effective. Currently, most dashboards need to be built from scratch, so having more ready-made templa...

See all answers

What is your primary use case for Plotly?

My main use case for Plotly Dash Enterprise is building and deploying interactive, production-ready applications for business users. I primarily use it to convert complex data analyses into user-fr...

See all answers

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Comparisons

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Power BI Embedded Analytics vs Plotly Dash Enterprise

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Compared 12% of the time

Looker Studio vs Plotly Dash Enterprise

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Tableau Enterprise vs XLCubed

Compared 31% of the time

Microsoft Power BI vs XLCubed

Compared 22% of the time

SAP Crystal Reports vs XLCubed

Compared 12% of the time

QlikView vs XLCubed

Compared 11% of the time

Oracle OBIEE vs XLCubed

Compared 10% of the time

More XLCubed Competitors

Product Reports

Buyer's Guide

Plotly Dash Enterprise

April 2026

Download Plotly Dash Enterprise product report

Buyer's Guide

Reporting

April 2026

Download XLCubed product report

Overview

Plotly Dash Enterprise is a commercial platform designed for creating and deploying data visualization applications. It provides advanced tools and infrastructure to simplify the process of building interactive dashboards and analytics applications.

Plotly Dash Enterprise enables professionals to harness the power of Dash framework for enterprise-level scalability and deployment. By integrating seamlessly with existing workflows, it supports easy collaboration while ensuring robust data security. Users appreciate its ability to streamline the development of sophisticated visualizations that can be customized to meet specific analytical needs.

What are the standout features?

Customization Options: Offers extensive customization for tailored data visualizations.
Seamless Deployment: Facilitates rapid deployment of dashboards to servers or cloud environments.
Performance Optimization: Provides tools to optimize performance for handling large datasets.
Collaboration Tools: Enhances team collaboration with integrated sharing features.

What ROI factors should be considered?

Increased Productivity: Reduces development time with reusable components and templates.
Scalability: Supports scaling applications as data needs grow.
Cost Efficiency: Minimizes infrastructure costs through efficient resource management.

Plotly Dash Enterprise is employed in finance for real-time analytics dashboards, in healthcare for patient data visualization, and in marketing for customer insights. Its adaptability and ease of integration make it suitable across diverse industry applications where visual data analysis is critical.

Plotly

XLCubed enhances data analytics by offering seamless integration with Microsoft Excel. Its flexibility provides users with advanced data visualization, facilitating efficient business intelligence.

XLCubed stands out in the data analytics landscape by empowering Excel users with sophisticated capabilities for data visualization and analysis. It enables users to create interactive dashboards directly in Excel, bridging the gap between data sources and actionable insights. With XLCubed, decision-makers can easily access critical data in real-time, improving the pace and quality of decision-making processes.

What are the most important features of XLCubed?

Interactive Dashboards: Craft dynamic and interactive dashboards that bring data to life seamlessly within Excel.
Direct Data Access: Connect directly to data sources like SQL and OLAP, ensuring real-time insights without redundant data transfers.
Advanced Charting: Utilize a wide array of chart types to represent data compellingly, allowing for nuanced data interpretation.
Slicer Support: Use Excel’s slicers for intuitive filtering and drill-down capabilities within reports.
Rapid Report Creation: Facilitate the swift creation of complex reports that are easy to share and refresh.

What benefits or ROI should users consider?

Increased Productivity: Save time by leveraging Excel’s familiar environment, reducing the learning curve for advanced analytics.
Enhanced Decision-Making: Seamless data integration enhances the speed and accuracy of business decisions.
Cost Efficiency: Minimize additional software costs by leveraging existing Excel infrastructure.
Scalable Insights: Support growing data needs without extensive overhauls to existing systems.

XLCubed is often implemented by industries that rely heavily on data-driven strategies, such as finance, retail, and healthcare. In finance, it enables real-time portfolio monitoring and risk assessment. Retail industries utilize it for sales analysis and demand forecasting, while healthcare benefits from the timely presentation of patient and clinical data insights.

Fluence Technologies

Sample Customers

Google, Goji, VIT, Smpl Bio, U.S. Air Force, C12 Energy, New York University

Marshalls Ltd, BP Exploration and Production, Thorntons, Ted Baker, Bristol-Myers, Rank Group, ING Bank Genve, Cargill Value Investment, Chloride Power, Auchan, Erste, UEFA, Novartis, Porsche Informatik, Raiffeisen Bank International

Buyer's Guide

Plotly Dash Enterprise vs. XLCubed

April 2026

Free Report: Plotly Dash Enterprise vs. XLCubed

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