F5 BIG-IP Virtual Edition vs Heavy.AI comparison

Why PeerSpot?

The compared F5 and HEAVY.AI solutions aren't in the same category. F5 is ranked #4 in ADC , with an average rating of 9.0, and holds a 1.9% mindshare in the category. HEAVY.AI is ranked #23 in SQL , with an average rating of 8.0, and holds a 0.8% mindshare. Additionally, 100% of F5 users are willing to recommend the solution, compared to 75% of HEAVY.AI users who would recommend it.

F5 BIG-IP Virtual Edition

Read 31 F5 BIG-IP Virtual Edition reviews

4,379 Views
832 Comparison Views

100% willing to recommend

Heavy.AI

Read 3 Heavy.AI reviews

1,858 Views
576 Comparison Views

75% willing to recommend

F5 BIG-IP Virtual Edition

Heavy.AI

Comparison Buyer's Guide

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Executive Summary

We performed a comparison between F5 BIG-IP Virtual Edition and Heavy.AI based on real PeerSpot user reviews.

Find out what your peers are saying about F5, HAProxy, NetScaler and others in Application Delivery Controllers (ADC).

To learn more, read our detailed Application Delivery Controllers (ADC) Report (Updated: September 2026).

Buyer's Guide

Application Delivery Controllers (ADC)

September 2026

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Helped 913,683 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

F5 BIG-IP Virtual Edition

Average Rating

8.8

Reviews Sentiment

5.8

Number of Reviews

Ranking in other categories

Application Delivery Controllers (ADC) (4th)

Heavy.AI

Average Rating

8.0

Reviews Sentiment

4.4

Number of Reviews

Ranking in other categories

Relational Databases Tools (23rd)

Mindshare comparison

F5 BIG-IP Virtual Edition and Heavy.AI aren’t in the same category and serve different purposes. F5 BIG-IP Virtual Edition is designed for Application Delivery Controllers (ADC) and holds a mindshare of 1.9%, up 0.0% compared to last year.
Heavy.AI, on the other hand, focuses on Relational Databases Tools, holds 0.8% mindshare, up 0.3% since last year.

Application Delivery Controllers (ADC) Mindshare Distribution
Product	Mindshare (%)
F5 BIG-IP Virtual Edition	1.9%
F5 BIG-IP Local Traffic Manager (LTM)	11.9%
NetScaler	11.3%
Other	74.9%

Application Delivery Controllers (ADC)

Relational Databases Tools Mindshare Distribution
Product	Mindshare (%)
Heavy.AI	0.8%
SQL Server	10.3%
Oracle Database	10.2%
Other	78.7%

Relational Databases Tools

Featured Reviews

reviewer2800392

Network Architect at a pharma/biotech company with 1,001-5,000 employees

Cloud deployment has simplified traffic distribution and now supports flexible multi-zone DR

Regarding F5 BIG-IP Virtual Edition's improvement areas, the current dashboard is very useful, but I believe the registration process should be simplified in the virtual edition. Especially in the Azure environment, many features are not currently aligned and working with Azure. We need to make efforts to ensure it is well integrated with Azure. Currently, if we want to integrate route tables with the virtual F5 edition, we need to deploy scripting inside the virtual F5 instances, and then that script performs the virtual IP route table changes in the Azure environment. This feature should be auto-configured, and efforts are needed to ensure the virtual edition is very much aligned with the Azure environment. I am expecting this improvement in the next edition. The failover capability is also not as good as it should be. We have tested the failover functionality, and sometimes we have observed that failover fails. F5 does not successfully fail over to other instances perfectly, so that also needs to be improved. Security should also be enhanced, as in the past I have seen some security loopholes. Tightening of security should be included in the new software. These improvements should be present in near future editions.

Read full review

reviewer2886843

Service Cloud Gb Strat High Technology Enterprise Account Executive at a tech vendor with 10,001+ employees

Interactive analytics has revealed territory gaps and now needs simpler, more conversational guidance

I think whenever you're using these tools, you want it to be as conversational as possible, and I think more of that would be helpful for Heavy.AI. Allowing you to ask questions on how to do things inside of Heavy.AI and have it actually show you how to do it as you're doing it would be beneficial. That way you don't have to spend a lot of time trying things out through trial and error. Trial and error can be helpful because you're learning it that way, but at the same time, when you're just trying to do things quickly and you're not a professional or a user that uses it all the time, you might not have that. So you want to be able to get that information quickly and easily. Some aspects I didn't like, but some of it's just like, "of course not." I wish I could snap my fingers and have everything be perfect, but that's not realistic. The infrastructure is probably fairly expensive. I can't afford to do that. I would need my business, the company that I work for to do it for us. Otherwise I can't really do it. It's just expensive. I did feel that it was pretty easy to use, but I'm a little bit more experienced than the average person, so maybe someone less technical like my colleagues would struggle initially to figure it out. I think maybe enhancing the user-friendliness for people that are not coders, just kind of setting up the workflows and things so it's just easier would help. It seems to be more purpose-built for spatial stuff, for location plus time and things, but general purpose BI is kind of an important thing. I don't think people were actually taking advantage of that, and when they're not doing that, it creates a little bit of trouble.

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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

"Compared to our physical environment, with F5 BIG-IP Virtual Edition we have saved approximately one hundred thousand dollars, reduced our team from five people to two, and achieved an overall cost reduction of twenty-five to thirty percent, with some areas reaching forty percent."

"F5 BIG-IP Virtual Edition has positively impacted my organization through features such as the Local Traffic Manager, BIG-IP DNS, Advanced Web Application Firewall, SPM, iRules, and SSL/TLS offloading, which are really helpful."

"It has DoS layer 7 protection, which not many vendors have."

"I would advise others considering F5 BIG-IP Virtual Edition that it is the best instrument for load balancing."

"F5 BIG-IP Virtual Edition has positively impacted my organization in all three aspects: saving time, improving security posture, and complementing our appliances on our F5 BIG-IP Virtual Edition."

"F5 BIG-IP Virtual Edition has positively impacted my organization at the State of Oregon by streamlining operations, delivering significant time savings, reducing errors, and giving me a clearer overview of which features each customer has, which minimizes mistakes during operations and enhances our overall efficiency."

"I have saved time, reduced costs, and improved uptime since adopting F5 BIG-IP Virtual Edition, as it is very easy to work on, saving a lot of time searching and researching."

"F5 BIG-IP Virtual Edition has positively impacted my organization by simplifying management, as we previously had to manage hardware boxes, and now with the virtual edition it is easy to use and reliable, and we have been working with it for the last three to four years without a single issue reported, making it a very reliable and stable product."

More F5 BIG-IP Virtual Edition pros

"We did see a saving of time and cost because we had a one-stop shop where we could access GPU utilization along with plotting of geographical data."

"Heavy.AI being able to do these things without having that background was powerful for me."

"Heavy.AI has helped reduce handling times and improved agent performance significantly."

Cons

"The improvement points I can suggest are that F5 BIG-IP Virtual Edition tends to be highly resource-intensive, as we often encounter issues with high CPU, RAM, and storage utilization, particularly with ASM and LTM modules."

"Improvements for F5 BIG-IP Virtual Edition should include training for newcomers."

"BIG-IP could improve in supporting microservices, for example, in Docker and Kubernetes environments."

"I have a specific issue with the network interface connector, the NIC. We're limited to a maximum of two NICs in a virtualized environment. It's a limitation of the tool."

"Improvements for F5 BIG-IP Virtual Edition could include a more straightforward process for major updates where we could pre-schedule upgrades to avoid downtime."

"In terms of improvements for F5 BIG-IP Virtual Edition, I encountered issues with load management when multiple modules such as AFM, APM, LTM, and GTM are handled together."

"As per my understanding, there is a need to improve support. Sometimes it is very critical to get support for that."

"The tool has limitations with respect to code and RAM."

More F5 BIG-IP Virtual Edition cons

"Heavy.AI can be improved in agility to connect with multiple verticals, which is the first area, and the second is to analyze the business processes to prepare solutions for many verticals, as we approach this on a vertical basis."

"Heavy.AI can be improved since it is a very large and comprehensive tool. For someone who does not have expertise in the tool, they will struggle somewhat, so I think it could be made easier for people."

"My experience with that was expensive to do for myself, so I had to get the company to sort of allow me to do it for Heavy.AI."

Pricing and Cost Advice

"My company's customers need to make payments for the licensing charges attached to the product. It is an expensive product."

"The pricing is standard."

"F5 BIG-IP Virtual Edition is an expensive solution, but it's worth the price."

"I would rate the pricing a three out of ten, with ten being expensive."

Information not available

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Top Industries

By visitors reading reviews

Construction Company

13%

Outsourcing Company

10%

Comms Service Provider

Financial Services Firm

Construction Company

30%

Insurance Company

17%

Healthcare Company

10%

Comms Service Provider

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	5
Midsize Enterprise	5
Large Enterprise	22

By reviewers
Company Size	Count
Small Business	4
Midsize Enterprise	1
Large Enterprise	5

Questions from the Community

What needs improvement with F5 BIG-IP Virtual Edition?

Sometimes customers assume vulnerability points in F5 BIG-IP Virtual Edition represent actual vulnerabilities, but they are false positives in that particular environment. In customer scans where m...

See all answers

What advice do you have for others considering F5 BIG-IP Virtual Edition?

I am currently working on different types of projects. I am handling SSL Orchestrator in a bank project and mainly handling load balancing in telecom projects. The value of my experience depends on...

See all answers

What is your experience regarding pricing and costs for F5 BIG-IP Virtual Edition?

My experience with pricing, setup cost, and licensing is that I think it is expensive.

See all answers

What needs improvement with Heavy.AI?

See all answers

What is your primary use case for Heavy.AI?

I was trying to get an idea of where some of the gaps were in my business specifically, where I should target my efforts using Heavy.AI for interactive analytics or graphics. I was trying to levera...

See all answers

What advice do you have for others considering Heavy.AI?

I can compare Heavy.AI to some other things, and I was getting things that felt real. I was getting very good accuracy with it. It's hard to know exactly what is and what isn't accurate, but if som...

See all answers

Comparisons

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Compared 18% of the time

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Compared 12% of the time

HAProxy vs F5 BIG-IP Virtual Edition

Compared 9% of the time

A10 Networks Thunder ADC vs F5 BIG-IP Virtual Edition

Compared 8% of the time

Fortinet FortiADC vs F5 BIG-IP Virtual Edition

Compared 7% of the time

More F5 BIG-IP Virtual Edition Competitors

Kinetica vs Heavy.AI

Compared 31% of the time

SQream DB vs Heavy.AI

Compared 22% of the time

IBM Db2 Database vs Heavy.AI

Compared 12% of the time

VMware Tanzu Data Solutions vs Heavy.AI

Compared 9% of the time

More Heavy.AI Competitors

Product Reports

Buyer's Guide

F5 BIG-IP Virtual Edition

September 2026

Download F5 BIG-IP Virtual Edition product report

Buyer's Guide

Relational Databases Tools

September 2026

Download Heavy.AI product report

Also Known As

No data available

OmniSci

Overview

F5 BIG-IP Virtual Edition provides SSL offloading, load balancing, and high availability, enhancing security and performance. It supports advanced traffic management and monitoring tools, integrating easily and cost-effectively for flexible deployments across data centers.

F5 BIG-IP Virtual Edition is renowned for its security and performance integration. The platform's customization capabilities via iRules, combined with comprehensive traffic management tools, enable organizations to fine-tune their data management processes. Users benefit from load balancing and a robust application delivery infrastructure, ensuring high availability and application security. With strong documentation and a user-friendly interface, deployment and configurations are simplified. Although the platform offers significant benefits, there are opportunities to enhance areas such as load management, support, training, and licensing. Expansion of security features, particularly for SD-WAN and Azure integration, alongside improved logging and failover functions, would enhance its utility even further.

What are the standout features of F5 BIG-IP Virtual Edition?

SSL Offloading: Reduces burden on servers and improves efficiency.
iRules Customization: Enables users to tailor traffic handling.
Load Balancing: Ensures optimal application distribution and uptime.
High Availability: Guarantees uninterrupted service.
Advanced Traffic Management: Utilizes tools for effective monitoring and control.

What benefits or ROI should users consider?

Enhanced Security: Provides protection against cyber threats.
Performance Improvement: Offers stability and efficient resource use.
Scalable Solutions: Adapts to changing organizational demands.
Cost-Effectiveness: Flexible deployment options reduce overall expenses.

In financial services, F5 BIG-IP Virtual Edition is used to secure and optimize transaction flows, ensuring compliance and performance. Healthcare organizations employ it to manage sensitive data traffic securely and efficiently. Retailers balance e-commerce traffic, improving user experience and reliability during peak sales periods. Education institutions leverage it for web application protection and to support increasing online traffic demands.

Heavy.AI is a powerful analytics platform offering real-time analysis of multi-billion-row datasets, providing businesses across industries with deep insights and accelerated decision-making capabilities.

Renowned for its speed, Heavy.AI integrates advanced GPU technology to process and visualize data rapidly. Its capability to handle big data analytics allows users to uncover patterns and trends swiftly. Designed with data scientists and analysts in mind, Heavy.AI solves complex analytical challenges through its robust computational power, improving efficiency in data-driven environments.

What are the key features of Heavy.AI?

Real-Time Analytics: Provides instantaneous data exploration and insights.
GPU-Accelerated Platform: Utilizes GPU technology to speed up computations.
Interactive Visualization: Allows users to visualize large datasets effectively.
SQL Interface: Supports SQL queries for easy data manipulation.

What benefits and ROI should users expect?

Improved Decision-Making: Accelerates data processing for quicker insights.
Cost Efficiency: Reduces the infrastructure needed for big data processing.
Scalability: Grows with business data requirements without performance drops.

Heavy.AI is widely implemented in industries like telecommunications and energy for real-time analytics of network data and resource management. Its ability to provide rapid insights into operations and customer behavior makes it a valuable tool for enhancing operational efficiency and strategic planning.

HEAVY.AI

Sample Customers

Information Not Available

Pactriglo, TUTELA, Skyhook, npm, Inc., Simulmedia

Buyer's Guide

Application Delivery Controllers (ADC)

September 2026

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