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Alteryx vs Anaconda Business vs Domo comparison

 

Comparison Buyer's Guide

Executive Summary

Review summaries and opinions

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

ROI

Sentiment score
7.0
Alteryx offers a high ROI with reduced manual effort, improved efficiency, and cost savings despite its high price.
Sentiment score
6.2
Anaconda Business enhances efficiency and decision-making, leading to reduced costs and improved project delivery for significant ROI.
Sentiment score
5.7
Domo enhances efficiency, decision-making, and revenue growth, though some face limited returns due to high costs or underutilization.
Tasks that earlier took hours in Excel or SQL are now completed in minutes.
Senior Rpa Consultant at Accely Consulting
Alteryx helps familiarize managers with artificial intelligence-driven possibilities.
Chief Information Officer at granistr
Everyone being able to work smoothly without unnecessary delays.
tester at a tech vendor with 10,001+ employees
I have seen a return on investment; specifically, when we talk about efficiency, it's both time-saving and money-saving.
Product managaer at Zidio development
I have seen a return on investment with time saved by 50% and less downtime, allowing the team to deliver projects faster with fewer errors.
Analyst at Tata consultancy services
If you're actually using Domo at a very limited case and you're being charged $20,000, we've seen ROI there, but once it goes really high, you really need to check your metrics and check your profit.
Founder & CEO at AI-OT
 

Customer Service

Sentiment score
7.3
Alteryx support is reliable with an active community, though some users experience slow responses without premium access.
Sentiment score
5.4
Anaconda Business offers prompt, helpful customer support, with users relying more on documentation and community resources like Stack Overflow.
Sentiment score
6.8
Domo's customer and technical support is generally praised but needs improvement in responsiveness, especially for complex issues.
I contacted customer support once or twice, and they were quick to respond.
Experience Technocrat driving IT initiatives at WISDOMBOWL
The customer service was not good because we weren't premium support users.
Senior Capacity Planner at a financial services firm with 10,001+ employees
Customer support is good since I've had no issues and can easily contact representatives who respond promptly.
Chief Information Officer at granistr
Anaconda Business customer support is very active with a quick response time.
System Engineer at a tech vendor with 10,001+ employees
Overall, support was reliable when we needed it, just not super-fast every single time.
tester at a tech vendor with 10,001+ employees
The customer support for Anaconda Business provides a better approach.
Product managaer at Zidio development
No matter how complex the problem is, it can be taken care of by the support team.
Data Analyst at Anonymous
They were quite professional and in around three to five working days, they had identified where they suspected there was an issue and I was able to fix it.
Analytics Manager at KOKO Networks
It's very easy to get technical support from Domo.
Chief Technology Officer ☆ Chief Product Officer ☆ Fractional CTO ☆ Board Advisor at a manufacturing company with 1-10 employees
 

Scalability Issues

Sentiment score
7.2
Alteryx scales well, managing large data and users across departments, though expansion may raise cost concerns.
Sentiment score
6.7
Anaconda Business efficiently supports scalability, seamless expansion, and smooth performance for growing projects and teams in organizations.
Sentiment score
6.2
Domo supports large-scale data and user roles, but some users experience technical challenges with ETL processes and storage limits.
Alteryx is scalable for most enterprise analytics and data preparation workloads.
Senior Rpa Consultant at Accely Consulting
Alteryx is scalable, and I would give it eight out of ten.
Experience Technocrat driving IT initiatives at WISDOMBOWL
As more environments or users get added, it still runs smoothly without major slowdowns.
tester at a tech vendor with 10,001+ employees
Anaconda Business scales very well because it is built around centralized environment and package management.
System Engineer at a tech vendor with 10,001+ employees
Anaconda does not have scalability restrictions as it depends on the type of machine running it.
VP Product at Medint
The fact that you're able to easily identify the pipelines or flows that have errors, and it notifies you when you're building a pipeline where you can run previews and tell where to fix issues, is helpful.
Analytics Manager at KOKO Networks
When fetching files larger than 100 MB from SFTP or any other portal, Domo becomes slow due to the heavy file size.
Assistant Manager at a tech services company with 10,001+ employees
Everything comes under the same umbrella and it's pretty user-friendly.
Data Analyst at Anonymous
 

Stability Issues

Sentiment score
7.9
Alteryx is praised for stability and efficiency, handling large datasets well, with minor bugs rarely affecting performance.
Sentiment score
7.4
Anaconda Business is stable and efficient, offering reduced setup time and performance improvements despite minor memory and update issues.
Sentiment score
6.7
Domo is praised for reliable data handling, minimal downtime, and efficiency, though some encounter occasional server connectivity issues.
I didn't need to reach out to Alteryx for support because available documents usually provide enough information to resolve issues.
Software Engineer at a computer software company with 10,001+ employees
I have not encountered any lagging, crashing, or instability in the system during these three months of usage.
Legal Coordinator at a transportation company with 10,001+ employees
Earlier, setting up or troubleshooting conflicts could take anywhere from thirty minutes to an hour, but now most setups just work.
tester at a tech vendor with 10,001+ employees
Anaconda Business is stable to an extent, but it sometimes crashes on systems with insufficient RAM.
Software Engineer at a financial services firm with 51-200 employees
In recent years, I haven't had such cases. It's quite stable and I don't have any reservations on its stability.
Analytics Manager at KOKO Networks
In terms of overall stability of the platform, it's very stable.
Chief Technology Officer ☆ Chief Product Officer ☆ Fractional CTO ☆ Board Advisor at a manufacturing company with 1-10 employees
During that time, we faced issues from the project side as Domo was not visible in our portal.
Assistant Manager at a tech services company with 10,001+ employees
 

Room For Improvement

Alteryx could benefit from better visualization, integration, user-friendliness, pricing, large dataset performance, cloud integration, and documentation improvements.
Anaconda Business needs OS compatibility updates, user interface improvements, better documentation, and enhanced performance, stability, and functionality.
Domo users face data management and integration challenges, need better visualization, real-time processing, and improved UI and collaboration features.
The tool could include more native connectors, such as for global ERPs, instead of requiring additional fees for these connections.
Legal Coordinator at a transportation company with 10,001+ employees
The support structure changed; initially, we received great support, however, it later became less reliable due to licensing issues and a tiered support system.
Senior Capacity Planner at a financial services firm with 10,001+ employees
The additional features that Alteryx needs to work on to make it more competitive include better collaboration and easier integration through API.
Senior Consultant at a consultancy with 201-500 employees
It would also be nice to have clearer error messages when something fails, so it is easier to understand what went wrong without digging too much.
tester at a tech vendor with 10,001+ employees
They should enhance the security point of view; it's good, but it needs some more advanced features.
Product managaer at Zidio development
The pricing should be a little lower for a single person to use, as it might be affordable for an organization, but for my single use, it is difficult.
Product Engineer at a tech vendor with 10,001+ employees
End users require a license to run their own reports and dashboards, which are fairly expensive.
Technical Project Manager at a educational organization with 201-500 employees
Some technical aspects such as Beast Mode calculation could be improved in Domo, as it would provide more clarity and help in giving insights to clients or customer business team requirements.
Senior Engineer at a tech services company with 10,001+ employees
One of the areas where we've had frustrations with Domo is the aesthetics. The aesthetics are quite limited compared to other BI tools such as Tableau and Power BI.
Analytics Manager at KOKO Networks
 

Setup Cost

Alteryx offers powerful analytics for enterprises, but costs are high; discounts and careful budgeting are recommended to maximize ROI.
Anaconda Business offers reasonable costs and broad compatibility, despite additional hardware expenses, maintaining satisfaction with free tool access.
Domo's pricing is higher but seen as valuable for its features, with flexible models and negotiable terms encouraged.
The price is very high, with licensing typically starting around five thousand dollars plus user per year.
Senior Rpa Consultant at Accely Consulting
Alteryx is more cost-effective compared to Informatica licenses, offering savings.
Software Engineer at a computer software company with 10,001+ employees
It has a fair price when considering a larger-scale implementation.
Legal Coordinator at a transportation company with 10,001+ employees
Anaconda is an open-source tool, so I do not pay anything for it.
VP Product at Medint
My experience with pricing, setup cost, and licensing is that it is a little costly, but it is useful.
Automation Test Engineer at Tata Consultancy services Limited
My experience with pricing, setup cost, and licensing indicates that it is a bit costly, but it is useful.
Analyst at Tata consultancy services
Domo's pricing is high compared to other BI tools, and it is costly.
Senior Engineer at a tech services company with 10,001+ employees
For long-time users, it can become expensive, but the trade-off is access to the entire platform instead of licensing different components separately.
Chief Technology Officer ☆ Chief Product Officer ☆ Fractional CTO ☆ Board Advisor at a manufacturing company with 1-10 employees
They quoted approximately one dollar per KB.
Assistant Manager at a tech services company with 10,001+ employees
 

Valuable Features

Alteryx provides an intuitive, codeless interface for data blending, predictive analytics, and automation, enhancing workflow efficiency and integration.
Anaconda Business enhances productivity with centralized management, security, multi-language support, and seamless Python and R integration.
Domo is praised for ease of use, data integration, real-time insights, and collaboration, enhancing data accessibility for non-technical users.
Alteryx not only represents data but also supports decision-making by suggesting the next steps.
Chief Information Officer at granistr
Analysts who do not have any coding experience can still work on the transformation and preparation of data, which is quite useful.
Senior Consultant at a consultancy with 201-500 employees
Alteryx includes built-in tools such as drive time analysis and linear regression, which are much harder to achieve in standard BI tools such as Power BI or Tableau.
Senior Rpa Consultant at Accely Consulting
Anaconda Business has positively impacted my organization because, when discussing the security point of view, it's exceptional; when comparing it to other solutions, Anaconda Business is superior.
Product managaer at Zidio development
We find the advanced security, governance, and collaborative features for organizations using Python and R particularly useful.
Product Engineer at a tech vendor with 10,001+ employees
Anaconda Business positively impacts our organization by protecting us from compliance and security risks while keeping the environment consistent, allowing our team to focus on insight and innovation instead of worrying about setups, security, and software issues.
Analyst at Tata consultancy services
App Studio is valuable because it allows all the customization we needed; we can decode it, with the view and grid which are all I need, drill-downs, and everything can be done the way I need it.
Senior Engineer at a tech services company with 10,001+ employees
None of the other tools provide the kind of support that enables chatting and working on the same item simultaneously.
Senior Analyst at Blend360
Domo has positively impacted my organization by giving everyone the ability to see different data cards and make decisions quicker without relying on BI.
Marketing Manager at a construction company with 501-1,000 employees
 

Mindshare comparison

Predictive Analytics Market Share Distribution
ProductMarket Share (%)
Alteryx7.6%
Anaplan7.3%
SAP Analytics Cloud6.9%
Other78.2%
Predictive Analytics
Data Science Platforms Market Share Distribution
ProductMarket Share (%)
Anaconda Business2.4%
Databricks9.3%
KNIME Business Hub7.5%
Other80.8%
Data Science Platforms
BI (Business Intelligence) Tools Market Share Distribution
ProductMarket Share (%)
Domo2.8%
Microsoft Power BI8.9%
Tableau Enterprise6.2%
Other82.1%
BI (Business Intelligence) Tools
 

Featured Reviews

Rajneesh Prajapati - PeerSpot reviewer
Senior Rpa Consultant at Accely Consulting
Time-saving workflows have transformed data preparation and predictive analysis for my team
Some of the best features Alteryx offers are its no and low-code capabilities. It delivers massive time-saving and includes spatial and predictive analysis. Alteryx includes built-in tools such as drive time analysis and linear regression, which are much harder to achieve in standard BI tools such as Power BI or Tableau. In addition to these features, Alteryx provides built-in spatial tools that can calculate drive time and location-based insights with minimal effort through drag-and-drop spatial tools, low complex coding, faster, and more accurate results. Linear regression predicts sales based on marketing spend, estimates costs based on usage, and identifies trends in historical data. Alteryx has positively impacted my organization by saving time, improving accuracy, and enabling better decision-making. Using Alteryx, complex tasks such as data cleansing, joining datasets, drive time analysis, and linear regression can be done much faster compared to manual Excel or SQL work. This reduces dependency on manual effort and lowers the risk of human error. Drive time analysis helps my organization make better location-based decisions, such as identifying optimal service areas or improving customer reach.
reviewer2775498 - PeerSpot reviewer
tester at a tech vendor with 10,001+ employees
Isolate environments and switch package versions efficiently for smoother testing workflows
Overall, it works well, but there are a few things that could be better. Sometimes the environment creation or package installation feels a bit slow, especially with bigger libraries. Another thing I would appreciate is a cleaner, more intuitive interface for managing environments. It works, but a smoother UI could make the workflow faster. It would also be nice to have clearer error messages when something fails, so it is easier to understand what went wrong without digging too much. The documentation could be a bit clearer, especially for troubleshooting specific errors or setup issues. Sometimes I need to search extensively to find the exact steps. Also, having quicker or more detailed support responses would help when something unexpected comes up. These are not major problems, but improving them would definitely make the overall experience smoother. One small improvement I would add is smoother integration with IDEs. It works fine right now, but having even tighter or more automated syncing with tools such as VS Code or PyCharm would make the workflow faster. Perhaps also a few more built-in examples or quick-start guides for common setups would be helpful. Nothing major, just things that would make the experience even more user-friendly.
RD
Assistant Manager at a tech services company with 10,001+ employees
Have improved workflow efficiency through custom reports but encountered formatting limitations
The downsides of Domo are that we don't have a feature in the same column. When data comes in a time format, text format, and number format, we cannot segregate and create conditional formatting in that column. If in the future they develop this feature, it will benefit more users. Domo requires maintenance on my end, such as updates. I am maintaining some dashboards on a weekly basis and monthly basis daily reports. Because we need to upload in SFTP, we cannot schedule or auto-schedule due to rate purposes. We manually handle the data sets. If there were an option to reduce the cost, it would be easier to access.
report
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Top Industries

By visitors reading reviews
Financial Services Firm
22%
Manufacturing Company
9%
Computer Software Company
7%
Retailer
5%
Financial Services Firm
16%
University
11%
Manufacturing Company
8%
Computer Software Company
7%
University
10%
Computer Software Company
9%
Financial Services Firm
9%
Manufacturing Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business32
Midsize Enterprise15
Large Enterprise53
By reviewers
Company SizeCount
Small Business12
Midsize Enterprise2
Large Enterprise19
By reviewers
Company SizeCount
Small Business16
Midsize Enterprise13
Large Enterprise20
 

Questions from the Community

What is the Biggest Difference Between Alteryx and IBM SPSS Modeler?
One of the differences is that with Alteryx you can use it as an ETL and analytics tool. Please connect with me direc...
What is the Biggest Difference Between Alteryx and IBM SPSS Modeler?
Alteryx is an extremely easy and flexible data tool, flexible in terms of drag and drop toolset and also has python, ...
What is the Biggest Difference Between Alteryx and IBM SPSS Modeler?
I am not familiar with IBM SPSS Modeler, therefore, I cannot compare these two products. Regarding Alteryx I can say...
What do you like most about Anaconda?
The tool's most valuable feature is its cloud-based nature, allowing accessibility from anywhere. Additionally, using...
What is your experience regarding pricing and costs for Anaconda?
My experience with pricing, setup cost, and licensing is that it is a little costly, but it is useful.
What needs improvement with Anaconda?
I believe Anaconda Business can be improved in terms of performance and speed, particularly regarding the installatio...
What do you like most about Domo?
All our client SLAs and daily and weekly dashboards are tracked on Domo.
What is your experience regarding pricing and costs for Domo?
The pricing of Domo is too high. Six months ago, Domo increased their prices. We suffered because we could not mainta...
What needs improvement with Domo?
I have experience with Domo and Microsoft tools. Domo is losing out in the pricing area. We tried pitching Domo to ma...
 

Comparisons

 

Also Known As

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corda
 

Overview

 

Sample Customers

AnalyticsIq Inc., belk, BloominBrands Inc., Cardinalhealth, Cineplex, Dairy Queen
LinkedIn, NASA, Boeing, JP Morgan, Recursion Pharmaceuticals, DARPA, Microsoft, Amazon, HP, Cisco, Thomson Reuters, IBM, Bridgestone
Capco, SABMiller, Stance, eBay, Sage North America, Goodwill Industries of Central Indiana, Telus, The Cliffs, OGIO International Inc., and many more!
Find out what your peers are saying about Alteryx, Anaplan, SAP and others in Predictive Analytics. Updated: January 2026.
881,757 professionals have used our research since 2012.