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Gemini Enterprise Agent Platform vs UiPath Platform comparison

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Comparison Buyer's Guide

Executive SummaryUpdated on Apr 23, 2026

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

Automation Anywhere
Sponsored
Average Rating
8.4
Reviews Sentiment
6.8
Number of Reviews
669
Ranking in other categories
Business Process Management (BPM) (2nd), Robotic Process Automation (RPA) (2nd), Process Mining (1st), Intelligent Document Processing (IDP) (1st), Agentic Automation (1st), Business Orchestration and Automation Technologies (2nd), AI Legal & Compliance (1st), AI Finance & Accounting (2nd), AI Procurement & Supply Chain (1st)
Gemini Enterprise Agent Pla...
Average Rating
8.2
Reviews Sentiment
6.3
Number of Reviews
15
Ranking in other categories
AI Development Platforms (1st), AI Agent Builders (5th)
UiPath Platform
Average Rating
8.8
Reviews Sentiment
6.9
Number of Reviews
1062
Ranking in other categories
Robotic Process Automation (RPA) (1st), Agentic Automation (2nd), AI Agent Builders (1st), Business Orchestration and Automation Technologies (1st), AI Finance & Accounting (1st)
 

Featured Reviews

Nadeem K. - PeerSpot reviewer
Rpa Developer at a consultancy with 11-50 employees
Automation has freed teams from repetitive finance and supply tasks and supports global operations
In the current organization, we had trouble initially because I think the documentation and support could be better than what it is now. This is one difference between Automation Anywhere and other RPA tools such as UiPath. In UiPath, if you have an issue, you go to the UiPath website and search for it, and you get lots of help materials. In Automation Anywhere, you do not get exactly what you are looking for. You get a very large number of results when you search for something, and from this large result set, you have to filter out what you need, or only partial information will be available. User handbooks are available for each product. In that regard, I would say Automation Anywhere is lagging compared to other RPA tools. It is difficult to get hold of their customer support team. I want to clarify that it is not a matter of us building logic on Automation Anywhere and it failing. When it is a product-related issue, they have to give us support because we only know how to develop within Automation Anywhere. We do not know how to fix Automation Anywhere itself. Whenever we have an issue, trying to get in touch with them always takes three to four business days.
Hamada Farag - PeerSpot reviewer
Technology Consultant at Beta Information Technology
Customization and integration empower diverse AI applications
We are familiar with most Google Cloud services, particularly infrastructure services, storage, compute, AI tools, containerization, GCP containerization, and cloud SQL. We are familiar with approximately eighty percent of Google's services, primarily related to infrastructure, AI, containers, backup, storage, and compute. We are familiar with Gemini AI and Google Vertex AI, and we have completed some exercises and cases with our customers for Google AI. We use automation in machine learning. I work with a team where everyone has specific responsibilities. We have design and development processes in place. Based on my experience, I would rate Google Vertex AI a 9 out of 10.
HP
Senior Business Process Automation Engineer at a manufacturing company with 10,001+ employees
Automation has transformed document processing and frees teams to focus on higher‑value analysis
Sometimes, we encounter system errors that could be resolved via support, but connection issues are more frequent in enterprise applications. However, these can usually be solved by raising tickets if you are part of an enterprise, though we are not, which makes it somewhat challenging. It is vital to ensure the connections of UiPath Platform are maintained because it has a larger community. If UiPath Platform website included more features and documentation accessible easily, it would greatly enhance the experience. Instead of continually needing to raise support tickets, having a documentation hub where details can just be entered to retrieve required documents would be extremely beneficial.

Quotes from Members

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

Pros

"It's a great product, timely support, and guidance."
"Automation Anywhere is the first RPA solution we have taken and suggested implementing it to our customers, and it has helped tremendously in assisting our customers in achieving their goals."
"I would recommend using this product; it is very useful, we can automate anything through it, there is much flexibility, and it provides a robust mechanism, which is good."
"Automation Anywhere helps improve our organization by allowing us to automate processes that should not be manual."
"The technical support is something that I rely on if I have any queries or if I have to work on another alternate approach."
"There are instances where use cases and opportunities have arisen as a result of having Automation Anywhere and RPA in place that have come about through very casual conversations and have actually resulted in increased revenue opportunities that we didn't realize."
"We have automated our critical functions, like supply chain management and purchase orders, and we have staff who have been moved out of the mundane tasks and are now doing value-added activities."
"The best feature of AA is the scheduling and the triggering..."
"The support is perfect and fantastic."
"Vertex comes with inbuilt integration with GCP for data storage."
"The most useful function of Google Vertex AI for me is the ease of integration, as we can easily create a prompt and integrate it into our current system."
"The most valuable feature we've found is the model garden, which allows us to deploy and use various models through the provided endpoints easily."
"The most valuable features of the solution are that it is quite flexible, and some of the services are almost low-code, with no-code services, so it gives agents flexibility to build the use cases according to the operational needs."
"Google Vertex AI is an out-of-the-box and very easy-to-use solution."
"We extensively utilize Google Cloud's Vertex AI platform for our machine learning workflows. Specifically, we leverage the IO branch for EDA data in Suresh Live Virtual, employing Forte IT for training machine learning models. The AI model registry in Vertex AI is crucial for cataloging and managing various versions of the models we develop. When it comes to deploying models, we rely on Google Cloud's AI Prediction service, seamlessly integrating it into our workflow for real-time predictions or streaming. For monitoring and tracking the outcomes of model development, we employ Vertex AI Monitoring, ensuring a comprehensive understanding of the model's performance and results. This integrated approach within Vertex AI provides a unified platform for managing, deploying, and monitoring machine learning models efficiently."
"With just one single platform, Google Vertex AI platform, we can achieve everything; we need not switch over to multiple tools, multiple platforms, as everything can be accomplished through this one single platform for integration with existing workflows, systems, tools, and databases."
"One thing that we love about UiPath is that the pricing is very good. While we are developing, they have a free option. The Pro option is for just $420. Once we go live, we do not mind paying, so the price point is very good."
"It saves us time redoing work and allows our humans to do other stuff."
"It is very easy to develop and deploy. It is easy to work with different applications at the same time. For example, I can read an Excel file and then go to SAP or any other platform. I can then open Outlook and send an email from Outlook. I can even use Teams. Being able to combine all these applications is the main thing that I like."
"Automating this process has reduced time and a lot of manual work, allowing us to save more than 300 hours in a month."
"I utilized UiPath to move data from one system to another and correct the data, and the project was completed within a few weeks compared to what could have taken possibly several months."
"Reading content for the robot to process with our own logic, and it is very easy to develop with great user interfaces."
"It's easy to automate rote tasks with UiPath."
"Prior to using the robots, 90% of the calls would need to be addressed by a representative, but since implementing the bot strategy, only 10% have to be handled by a human."
 

Cons

"The version that we are using has been difficult for us to code. As changes are very frequent, we have to make sure the code can be updated automatically so we don't have to make a change every time a user makes a change. Then, the user doesn't have to update us and we don't have to push a change to production. We have found a workaround with the help of the Automation Anywhere support people for this."
"Automation Anywhere has to improve its technical features."
"MetaBot still needs to be optimized, though Version 11.3 did integrate all the commands into it. We are not able to see all the lines of code which are executed in MetaBot."
"Automation Anywhere can be improved in terms of complex logic implementation."
"They need to improve the speed. It runs too slowly."
"There are areas of improvement needed, such as complex decision-making skills. When updates are made, the IQ Bot's actions can be affected, leading to decision-making failures."
"It is not as easy to implement as advertised. It is difficult across the board. It is difficult for technical and non-technical users."
"I would like to have a cloud-based version with support."
"It takes a considerable amount of time to process, and I understand the technology behind why it takes this long, but this is something that could be reduced."
"I think the technical documentation is not readily available in the tool."
"It would be beneficial to have certain features included in the future, such as image generators and text-to-speech solutions."
"Google can improve Google Vertex AI in terms of analysis and accuracy. When passing a very large context, instead of receiving vague responses, it would be better if the system could prompt users not to pass overly large prompts and provide clearer guidance on how to fine-tune Gemini for specific use cases."
"Google Vertex AI is good in machine learning and AI, but it lacks optimization."
"I believe that Vertex AI is a robust platform, but its effectiveness depends significantly on the domain knowledge of the developer using it. While Vertex AI does offer support through the console UI in the Google Cloud environment, it is better suited for technical members who have a deeper understanding of machine learning concepts. The platform may be challenging for business process developers (BPDUs) who lack extensive technical knowledge, as it involves intricate customization and handling numerous parameters. Effectively utilizing Vertex AI requires not only familiarity with machine learning frameworks like TensorFlow or PyTorch but also a proficiency in Python programming. The complexity of these requirements might pose challenges for less technically oriented users, making it crucial to have a solid foundation in both machine learning principles and Python coding to extract the full value from Vertex AI. It would be beneficial to have a streamlined process where we can leverage the capabilities of Vertex AI directly through the BigQuery UI. This could involve functionalities such as creating machine learning models within the BigQuery UI, providing a more user-friendly and integrated experience. This would allow users to access and analyze data from BigQuery while simultaneously utilizing Vertex AI to build machine learning models, fostering a more cohesive and efficient workflow."
"Some of the tools should have more advanced settings available. Some are very locked into certain features and settings, and there is no customization."
"I've noticed that using chat activity often presents a broader range of options and insights for a well-constructed question. Improving the knowledge base could be a key aspect for enhancement—expanding the information sources to enhance the generation process."
"Some of the documentation that UiPath has around the technical specifications, from a security perspective, are very factual and comprehensive, but they don't have an audience, like CIOs who need to approve this solution. Therefore, the documentation is one area where I might smooth the process out a bit, since the audience is different from the way the documentation is written as technical specifications."
"We went for the big wins with automations that would return a lot of resource hours, however, in hindsight, we should have brought in partners to track down and develop various use cases for automation."
"The tool needs to have more documentation and change logs. Minor upgrades break a few things."
"I would really like to see the package deployment updated. As it is right now, if you want to update something, you have to take down the latest code, sync the packages and re-upload everything back through dev test to prod."
"Despite all the good points, UiPath still leaves a bit to be desired with the documentation."
"I would like to see more AI features with data classification and computer reason. I think it would be great to have more features in full monitoring robots."
"We can not exceed ten records in the UiPath database because the UiPath architecture will become extremely slow and not respond."
"In UiPath Platform, I think there is room for improvement with the last release because they had some UI bugs; there are some buttons that do not work, and perhaps they should make it a little bit clearer which libraries are available or if they are deprecated, as we have had some issues with the libraries where they are working in some Studios but not in others, so the release management of the libraries needs attention."
 

Pricing and Cost Advice

"I've seen the price vary by whether the client is going to scale and adopt a tool."
"We would like them to change the license model of charging per bot."
"If it is saving FTE and Generating a good ROI then it is Worth Investing."
"There are some additional costs beyond the standard licensing fees. There are a couple of add-ons we've looked at: The IQ Bot for OCR and machine-learning were add-ons, as well as the Bot Insights - the analytics."
"The pricing of AA is similar to UiPath."
"We were paying approximately $30,000 for a year license."
"Considering the cost, it is a bit high, but worth the price because the output accuracy is high."
"Our advice is that anybody interested in this product should negotiate product bundles in order to reduce the cost of installation and setup."
"The Versa AI offers attractive pricing. With this pricing structure, I can leverage various opportunities to bring value to my business. It's a positive aspect worth considering."
"The solution's pricing is moderate."
"The price structure is very clear"
"I think almost every tool offers a decent discount. In terms of credits or other stuff, every cloud provider provides a good number of incentives to onboard new clients."
"It is pricey at the beginning, but we'll have to see going forward what we get for the tools. It is always expensive to buy a really nice car and not drive it very far and very much. So, it is about utilization."
"UiPath's licensing costs can be high, and to maximize their value, customers need a clear plan for utilization."
"The price of Orchestrator is pretty high in general as well as compared to other solutions, because Automation Anywhere does not charge for its Control Room."
"They have been increasing the price. The explanation that they are providing is that they are adding more features. This works perfectly fine for customers who are looking for new intelligent automations, but there is another set of customers who are using UiPath for vanilla, plain automations. Offering them something that is not required and asking them to pay more puts a burden on them. That seems to be a problem for the customers. Many of them have mentioned this concern because it is increasing the prices of automation every year, which is not acceptable to all customers."
"The license cost is expensive because we have to pay for each tenant."
"Because we have so many agents, that's why we went unattended. Attended was very expensive for us because it's a per person license. Where we can take entire workflows, do the triggering and scheduling, etc. We never have to have any human interaction with unattended."
"We would like to see improvement around the licensing and multitenancy."
"It is much much cheaper than the Automation Anywhere. That is a key differentiator. It is targeted at mid-level enterprises. It is cost-effective."
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Top Industries

By visitors reading reviews
Outsourcing Company
14%
Comms Service Provider
12%
Financial Services Firm
11%
Manufacturing Company
11%
Outsourcing Company
11%
Financial Services Firm
8%
Manufacturing Company
8%
Comms Service Provider
8%
Financial Services Firm
12%
Outsourcing Company
11%
Manufacturing Company
10%
Construction Company
9%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business162
Midsize Enterprise86
Large Enterprise566
By reviewers
Company SizeCount
Small Business5
Midsize Enterprise4
Large Enterprise7
By reviewers
Company SizeCount
Small Business272
Midsize Enterprise161
Large Enterprise796
 

Questions from the Community

How good is Automation Anywhere for RPA processes?
It depends on your use case. Is it simply to automate a couple of processes? Is it to augment a human team? AA is ver...
How good is Automation Anywhere for RPA processes?
From my experience using AA tool, it depends on the applications that you want to automate, because there some applic...
How good is Automation Anywhere for RPA processes?
It is a highly preferred RPA tool. You can check my Automation Anywhere Review to know more.
What is your experience regarding pricing and costs for Google Vertex AI?
I purchased Google Vertex AI directly from Google, as we are a partner of Google. I would rate the pricing for Google...
What needs improvement with Google Vertex AI?
Google Vertex AI is quite complex to navigate and to start services with, as I need to do a lot of iterations to fina...
What is your primary use case for Google Vertex AI?
Google Vertex AI has been utilized for Vertex Pipelines. I have not utilized the pre-trained APIs in Google Vertex AI...
Best RPA tools for IBM iSeries
I can only speak to UiPath since that is the only RPA solution that I have used. I know that there are specific packa...
RPA that Bots can run without centralized control?
Yes, Attended Bots which can run without centralized control Module. RPA Tools like Automation Anywhere, uiPath ,Pow...
How do I choose between UiPath and Microsoft Power Automate?
Microsoft‌ ‌Power‌ ‌Automate‌ ‌is‌ ‌intuitive‌ ‌and‌ ‌easy‌ ‌to‌ ‌integrate‌ ‌and‌ ‌use.‌ ‌I‌ ‌like‌ ‌that‌ ‌there‌ ‌...
 

Also Known As

Automation Anywhere, Testing Anywhere, Automation Anywhere Enterprise, Agentic Process Automation System (Now Certified for WorkSpaces)
Vertex, Google Vertex AI
UiPath Maestro, UiPath Apps, UiPath Agent Builder
 

Interactive Demo

Demo not available
Demo not available
 

Overview

 

Sample Customers

Google, Linkedin, Cisco, Juniper Networks, DellEMC, Comcast, Mastercard, Quest Diagnostics
Information Not Available
1. Accenture 2. Deloitte 3. PwC 4. IBM 5. Capgemini 6. KPMG 7. Ernst & Young 8. Infosys 9. Cognizant 10. Wipro 11. Tata Consultancy Services 12. HCL Technologies 13. Genpact 14. Tech Mahindra 15. DXC Technology 16. Atos 17. NTT Data 18. CGI 19. L&T Infotech 20. Hexaware Technologies 21. Mindtree 22. Mphasis 23. Virtusa 24. Syntel 25. Zensar Technologies 26. WNS Global Services 27. Hexaware Technologies 28. Larsen & Toubro Infotech 29. Persistent Systems 30. QuEST Global 31. Sonata Software 32. Zensar Technologies
Find out what your peers are saying about Gemini Enterprise Agent Platform vs. UiPath Platform and other solutions. Updated: September 2026.
921,338 professionals have used our research since 2012.