Adaptive Insights vs Plotly Dash Enterprise comparison

Workday and Plotly are both solutions in the Reporting category. Workday is ranked #25, while Plotly is ranked #4 with an average rating of 8.2. Workday holds a 1.7% mindshare in RT, compared to Plotly’s 1.6% mindshare. Additionally, 100% of Workday users are willing to recommend the solution, compared to 100% of Plotly users who would recommend it.

Adaptive Insights

Read 18 Adaptive Insights reviews

4,092 Views
982 Comparison Views

100% willing to recommend

Plotly Dash Enterprise

Read 20 Plotly Dash Enterprise reviews

1,309 Views
1,217 Comparison Views

100% willing to recommend

Adaptive Insights

Plotly Dash Enterprise

Comparison Buyer's Guide

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Executive SummaryUpdated on Feb 8, 2026

Adaptive Insights and Plotly Dash Enterprise compete in data analytics and financial planning. Based on user sentiment, Adaptive Insights holds an advantage for cost-effectiveness while Plotly Dash's feature set justifies its investment.

Features: Adaptive Insights focuses on financial modeling, forecasting, and strategic planning, offering tools for budget management, collaboration, and predictive analytics. Plotly Dash specializes in interactive data visualization, creating dashboards, and enabling custom analytics, providing powerful graphing libraries and integration options.

Ease of Deployment and Customer Service: Plotly Dash Enterprise supports a flexible deployment model with a focus on customizability and a responsive support team. Adaptive Insights offers a streamlined deployment process, bolstered by comprehensive training and efficient onboarding systems.

Pricing and ROI: Adaptive Insights offers a cost-effective solution with strong ROI in strategic planning, whereas Plotly Dash, although requiring a higher initial investment, is valuable for its advanced analytics functionality, offering significant returns through enhanced data-driven decisions.

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

Buyer's Guide

Adaptive Insights vs. Plotly Dash Enterprise

April 2026

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Helped 894,738 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

Adaptive Insights

Ranking in Reporting

25th

Average Rating

8.4

Reviews Sentiment

7.0

Number of Reviews

Ranking in other categories

Business Performance Management (11th), Financial Performance and Strategy Management (3rd), Data Visualization (20th), ESG Reporting Software (14th)

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

Mindshare comparison

As of May 2026, in the Reporting category, the mindshare of Adaptive Insights is 1.7%, up from 0.4% compared to the previous year. The mindshare of Plotly Dash Enterprise is 1.6%, up from 1.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Reporting Mindshare Distribution
Product	Mindshare (%)
Plotly Dash Enterprise	1.6%
Adaptive Insights	1.7%
Other	96.7%

Reporting

Featured Reviews

Andrew Rosenberg

Adaptive Planning Manager at Alight

Adaptive scales well, simple to create new budget versions and models

For the organization I used to work at, it streamlined the process of creating budgets. It's very simple to create a new version and do some more modeling based on your need for planning things like headcount, other expenses, and revenue, everything is configurable within Workday. So that made it easy. Reporting was pretty easy to set up as well. It streamlined the amount of time it took to do the budget as well as kind of making it simple to implement a rolling forecast process. So, it really was more just a productivity increase and time shortening for the budgeting and forecasting process.

Read full review

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.

Read full review

Quotes from Members

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

Pros

"We have gone from an organization that looked backwards at financials and had a one-time annual budget to an organization that looks forward, has rolling forecasts, long-term planning, metrics, and push button reporting."

"Our organization is able to use Adaptive to complete a major majority of our monthly management and quarterly Board reports, and by refreshing reports and pages automatically, it creates the monthly report package with little to no manual staff work."

"The important feature is integration with source data. It connects to various ERP systems, including Workday, Intact, and others. It can also import actuals and compare them to PlanPoint quite easily."

"The most valuable feature of the solution is its dashboard."

"We utilize planning on a daily basis, therefore we find it to be the most valuable product for our organization."

"More accurate, reliable, and timely forecasting."

"Automated reporting."

"The integration with our payroll system to complete staff modeling during our budget and forecast processes."

More Adaptive Insights pros

"Plotly Dash Enterprise has positively impacted my work by making my analysis easier."

"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."

"The best features Plotly Dash Enterprise offers are the fact that it is built on Python and the fact that we can customize many things."

"Plotly Dash Enterprise positively impacts our organization as we have started projects completely with Plotly Dash Enterprise, implemented for the last four years, focusing on real-time data where we check the real-time data every ten seconds."

"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."

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

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

"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

Cons

"Being able to drill down when using OfficeConnect needs work."

"The integrations could be simpler. It takes quite a bit of internal and IT know-how to set up."

"Users continue to become more advanced and are looking for more advanced solutions."

"The planning functionalities are the weakest part of Adaptive Insights."

"Their customer support team is slow to respond and not extremely confident."

"It's complex; thinking about the business models and capabilities in Adaptive."

"Their customer support team is slow to respond and not extremely confident."

"Users continue to become more advanced and are looking for more advanced solutions."

More Adaptive Insights cons

"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."

"The main improvement I can think of is that while creating charts, it gives you a certain format of how it could look."

"Plotly Dash Enterprise could improve by lowering the learning curve for new users and offering more modern UI/UX tooling out of the box, as while deployment is still strong, feedback cycles can still be improved."

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

"It could have developed a more gradual learning curve."

"The out-of-the-box UI components currently feel basic and limited compared to modern design components, and styling often requires extra effort."

"One area where Plotly Dash Enterprise can be improved is the learning curve for beginners."

More Plotly Dash Enterprise cons

Pricing and Cost Advice

"Prior to purchasing licenses, make sure you understand which users will only need planning and which users will need both planning and OfficeConnect."

"Adaptive Insights' pricing is reasonable."

"Everything is negotiable, but this solution is low cost compared to others."

"Ensure that you have the proper pricing plan in place."

"It's affordable."

"Adaptive Insights' pricing is relative to its peer competitors. It's certainly competitive compared to a spreadsheet template that you build in Excel. It can be expensive if you need to have 100-500 budget holders giving input and building financial plans. However, in that case, it becomes an extremely good bargain. Compared to its competitors, it offers an excellent value."

"Pricing is in line with other cloud-based EPM tools. It is a subscription-based model based upon the number of users and site type if it's an admin or end-user type thing."

"Licensing seems to be worth the cost considering the efficiency Adaptive brings."

"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."

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Top Industries

By visitors reading reviews

Financial Services Firm

11%

Computer Software Company

Construction Company

Healthcare Company

University

17%

Computer Software Company

10%

Outsourcing Company

Comms Service Provider

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	5
Midsize Enterprise	6
Large Enterprise	10

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

Questions from the Community

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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...

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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...

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Comparisons

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Compared 8% of the time

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Compared 5% of the time

Planful vs Adaptive Insights

Compared 5% of the time

Oracle Hyperion vs Adaptive Insights

Compared 4% of the time

Qlik Sense vs Adaptive Insights

Compared 4% of the time

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Tableau Enterprise vs Plotly Dash Enterprise

Compared 22% of the time

Microsoft Power BI vs Plotly Dash Enterprise

Compared 20% of the time

Power BI Embedded Analytics vs Plotly Dash Enterprise

Compared 15% of the time

Knowage vs Plotly Dash Enterprise

Compared 12% of the time

Looker Studio vs Plotly Dash Enterprise

Compared 9% of the time

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Product Reports

Buyer's Guide

Adaptive Insights

May 2026

Download Adaptive Insights product report

Buyer's Guide

Plotly Dash Enterprise

April 2026

Download Plotly Dash Enterprise product report

Also Known As

Workday Adaptive Planning, Adaptive Discovery , Workday Adaptive Planning

No data available

Overview

Adaptive Insights is a cloud-based financial planning and analysis software that helps businesses streamline their budgeting, forecasting, and reporting processes.

With its intuitive interface and powerful analytics, it enables organizations to make data-driven decisions and drive business performance.

Workday

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

Sample Customers

1. Cisco Systems 2. Coca-Cola Bottling Co. Consolidated 3. Deloitte 4. DocuSign 5. Dropbox 6. Electronic Arts 7. Fender Musical Instruments Corporation 8. Fitbit 9. Fossil Group 10. Groupon 11. Hilton Worldwide 12. HP Inc. 13. Intuit 14. Johnson & Johnson 15. LinkedIn 16. Lyft 17. McAfee 18. Medtronic 19. Netflix 20. Oracle 21. Pandora 22. PayPal 23. Pinterest 24. Red Hat 25. Salesforce 26. ServiceNow 27. Slack Technologies 28. Spotify 29. Symantec 30. Tableau Software 31. Twitter 32. Workday

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

Buyer's Guide

Adaptive Insights vs. Plotly Dash Enterprise

April 2026

Free Report: Adaptive Insights vs. Plotly Dash Enterprise

Find out what your peers are saying about Adaptive Insights vs. Plotly Dash Enterprise and other solutions. Updated: April 2026.

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