Simba Embedded Analytics vs Stata

Tableau

Domo

Zoho Analytics

Cloud, on-premises, and desktop analytics platform offering data visualization, AI-assisted insights, and collaboration tools for.

Domo, now part of Progress Software, is the agentic platform for the intelligent enterprise. It helps organizations connect and govern data, activate AI agents, apps, and workflows, and distribute intelligence through dashboards, embedded apps, mobile, and AI assistants.

Zoho Analytics is an GenAI powered self-service BI and analytics platform that helps users get new insights from their business data.

Senior BI Enginer

The product has many "gotchas" and some unwanted behaviours that sometimes are not solved by support or future updates. Despite customer support being very responsive, the time it takes for a solution can be months long, and some don't have a solution.

Technical Business Analyst

Support team isn't savvy enough of their product.

Data Analyst

Manager of BI 

Their emails are like written by ChatGPT.

Embed analytics and governed AI into your product with open APIs, flexible deployment, and modules for self-service, custom analytics, and reporting, including on-premises, private cloud, hybrid, and regulated environments.

Access Controls/Permissions

Activity Dashboard

Activity Tracking

Ad hoc Analysis

Ad hoc Query

Ad hoc Reporting

Alerts/Notifications

Application Development

Benchmarking

Charting

Collaboration Tools

Customizable Branding

Customizable Dashboard

Customizable Reports

Customizable Templates

Customization

Dashboard

Dashboard Creation

Data Blending

Data Capture and Transfer

Data Connectors

Data Discovery

Data Extraction

Data Import/Export

Data Management

Data Mapping

Data Synchronization

Data Transformation

Data Visualization

Drag & Drop

Forecasting

Geographic Maps

Historical Reporting

Integration into Third Party Applications

Interactive Reports

Key Performance Indicators

Mobile Access

Mobile Reporting

Monitoring

Multiple Data Sources

Multi-User Collaboration

OLAP

Performance Metrics

Predictive Analytics

Profitability Analysis

Publishing/Sharing

Real-Time Analytics

Real-Time Data

Real-Time Monitoring

Real-Time Reporting

Real-Time Updates

Relational Display

Reporting/Analytics

Reporting & Statistics

Role-Based Permissions

Sales Trend Analysis

Scheduled/Automated Reports

Scorecards

Search/Filter

Self-service Analytics

Self Service Data Preparation

Single Sign On

SSL Security

Strategic Planning

Streaming Analytics

Third-Party Integrations

Trend Analysis

Trend/Problem Indicators

Visual Analytics

Visual Discovery

Visual Workflow Management

Widgets

Workflow Management

Proprietary

Simba Embedded Analytics

Web-based

Windows

Linux

Sisense

Board

IBM Cognos Analytics

Basic

Frequent bugs and troubleshooting

Logs and UI prompted error messages are way too vague.

79% of reviewers feel negative about bugs and issues in Dundas BI. Some users report encountering intermittent bugs, vague error messages, and awkward user interface elements that make troubleshooting difficult. Reviewers indicate that resolving errors often requires digging through server logs, and they find the lack of clear error handling frustrating. Some reviewers say that everyday flaws, occasional instability, and complicated content management can disrupt their workflow and increase the time needed to complete tasks.

Highly adaptable architecture

Business Intelligence Developer

What I love most about Dundas BI is the flexibility of the product.

Student

I like the most that Dundas is unlimited flexible

100% of reviewers feel positive about the flexibility of Dundas BI. Some users report that the platform’s open architecture and support for technologies like JS and HTML5 allow them to tailor solutions to a wide range of business needs. Reviewers appreciate being able to create custom experiences, integrate with other systems, and deploy across various devices, including mobile. Some reviewers find the tool easy to configure and adaptable for different use cases, saying it enables them to address unique requirements quickly without major limitations.

Empowering user-driven reporting

91% of reviewers feel positive about Dundas BI’s report creation capabilities. Some users say the platform enables both technical and non-technical users to design, customize, and schedule reports with minimal support. Reviewers indicate that features like multiple report designers, formula creation, and easy data filtering allow end users to generate complex or simple reports as needed. Some reviewers appreciate that clients can independently build and manage reports, freeing up IT resources and streamlining business processes.

leveraging the logi AI has been a game changer like the SQL AI generation shows strong commitment to modernizing user experiences and making the learning curve exciting and much easier especially when you are starting as a new Business intelligence analyst.

Using JavaScript and CSS, you can step up functionalities and make them custom to your objectives—a good amount of built-in graphs and charts that would handle diverse reports and data formats.

The Developer Seat limitation is also an immense dislike on Dundas BI, as you can only develop and fully edit with limited user seats, creating an unnecessary paywall for customers.

There are a few "unhappy Easter eggs", such as that if a formula returns a null in the first row of a table then all of the rows won't show data, even though the formula is valid for them.

Consultant

In-memory data filtering when the semantic layer is driven by stored procedures can lead to some performance degradation, especially with large data sets.

Dundas BI is my go-to data viz tool for making a highly customized dashboard!

Enhanced dashboard capabilities, especially in the latest version.

I praise their attempt to develop a very customizable data viz.

At the same time, the supplier operations costs are not being impacted by this.

 Founder

While the dashboard customization options are plentiful, the data visualization tools are somewhat limited and can be difficult to use.

An excellent standing company with lots of desire to innovate and release in the market a top-notch product.

Use db sources like tables, views, or even create embedded views.

Sr.Application Developer

We also struggled to build or Cube in the form of star schema model which is basic for any warehousing / BI requirement and we could not figure out a way as the cube brings everything in a form of process result which is ONE de-normalized table and star schema model fails in that approach.

Chief Sales Analyst

I don't want to discount an entire company based on one person, but there is someone named [sensitive content hidden] working there who posts some horrendous things on Twitter and YouTube.

Dundas BI has a Python Analysis transform that allows you write scripts using the Python programming language to perform analysis on data.

It's a great and mighty product, but small everyday flaws make the experience annoying and sometimes wanting to throw the towel.

Data Scientist

The time needed to implement some features is high. And if you need to make changes to it later, you typically have to re-do a decent number of steps in the middle of the process (not on the dashboards, but in the data cubes that underlie them).

Overall, Dundas BI is an excellent choice for businesses looking for an intuitive and feature-rich business intelligence platform.

System Analyst

a fantastic, feature-rich business intelligence tool. Both Tableau and Dundlas BI have been used by me. But to be completely honest, I think Dundlas BI is much easier to use.

More than 80 different data sources are accessible to me!

Any organisation looking for a BI tool should use this, in my opinion.

Informatics Manager

Built in time period over period analysis, built in correlation matrices, ability to auto export data in various forms to excel, pdf, or other formats.

Director

We implemented Exago as a reporting tool for our customers to run real time reports and have graphical dashboards on their home screens as a kind of snapshot summary.

HRIS Specialist

The embedded architecture of Exago with our HRIS, allows getting HR data on real time and from a unique integrated source.

Exago gives you the ability to create a suite of reports ready for customers to use and export in range of formats.

Not all users have access to the overall population headcount so the scheduler is the solution,  taking into consideration , of course, the nature and confidentiality of data to be sent.

Product Owner

Exago has many features that showcase our data into meaningful visualizations and analytics for our clients.

Product Manager

Those who have been working with financial institutes or the GRC domain can make the most out of this tool in terms of addressing the reporting requirements of their customers.

I believe we have limited support material available online for Dundas in the web.

It takes  a little bit of time to learn the product and all of its functionalities.

It has powerful Dash boarding capabilities.

You can also give customers express reporting so that they can tailor their own reports however this isn't something we have done just yet but will look to do so in the future.

Development Manager

No data access layer – this is entirely managed within the client, which means no replication of login data.

Market Analyst

In addition to that, in case you find any bugs/issues, you have to wait for the fix till the next major (annual) release.

There are a few features that could be more user intuitive when creating custom reports and filtering.

Includes ability for clients to build dashboards within the browser.

We use Exago for both standard reports in our product and custom reports.

Technical Consultant

No SQL Licence required. If we end the licence, we have 12 months grace to transfer to another solution.

On top of that, it is very cost-effective as compared to other BI solutions in the market if you are looking for catering to a large base of users.

We reviewed a selection of tools on the market and we felt the Exago was the product best fit our needs based on cost and functionality.

We've found Exago to be a robust reporting tool that meets the needs of both our company and our clients.

User Interface

Customer Support

Dashboard Reports

Pricing

Report Creation

Training and Learning Curve

Version Updates

Security and Access Control

Mid-size Business

Large Enterprises

Small Business

insightsoftware

Stata is an integrated statistical software for data analysis, visualization, and management across disciplines. It offers tools like linear and logistic regression, time-series, panel-data, survival models, causal inference, Bayesian analysis, and machine learning. Stata provides publication-quality graphics with customizable layouts and supports automated report generation, exporting to Word, Excel, PDF, and HTML formats.

Bayesian Analysis

Database Support

Data Migration

Data Quality Control

Data Storage Management

File Storage

Multivariate Analysis

Regression Analysis

Statistical Analysis

Statistical Simulation

Survival Analysis

Time Series Analysis

User Management

Some reviewers find Stata’s pricing flexible and affordable for individuals or those in developing countries, and they appreciate the one-time purchase option. However, many reviewers feel it is expensive, especially without a free version or trial.

Value for money

By industry, Stata reviewers are most commonly professionals in research (19%). The most frequent use case for Stata cited by reviewers is statistical analysis (85% of reviewers).

Stata

IBM SPSS Statistics

Minitab

Looker

Business single-user (Stata/SE)

Business single-user (Stata/MP 2 Core)

Business single-user (Stata/MP 4 Core)

Business single-user (Stata/MP >4 Core)

High cost and accessibility barriers

71% of reviewers feel negative about Stata’s pricing. Reviewers indicate that the software’s high cost, especially for individual licenses and students, limits accessibility and adoption. They say the recurring subscription model and lack of partial free access make it less appealing compared to free alternatives. Some users report frustration with the licensing process and customer service, noting delays and difficulties in obtaining support. Users think the price is excessive given the functionality offered, and several mention that the expense deters them from choosing Stata for personal or academic use when more affordable options are available.

Simba Embedded Analytics vs Stata Comparison (2026)

Simba Embedded Analytics

Stata

Overview

Video & Screenshots

Pricing

User reviews

Key features

Integrations

Alternatives