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Fireworks AI vs UiPath Platform comparison

Why PeerSpot?
Sponsored
 

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
6.5
Automation Anywhere boosts efficiency and accuracy by reducing manual effort, enhancing speed, and enabling strategic employee tasks.
Sentiment score
6.3
Fireworks AI boosts efficiency by reducing task time and costs, enhancing performance, and accelerating time to market by six months.
Sentiment score
6.9
UiPath Platform delivers significant ROI through cost savings, increased efficiency, and improved resource allocation, boosting operational and financial performance.
In terms of cost, we participated in projects achieving two to three million dollars in annual savings.
Software Developer at Boston Scientific
As a return on investment, we have achieved a 250% ROI in six to nine months, and sometimes it increases up to 380% percent.
Software Engineer Intern at a university with 11-50 employees
Automation Anywhere has helped us save money.
RPA Solution Architect at a computer software company with 51-200 employees
Time to market has been accelerated by six months.
Co-Founder and CEO at Seismora
We do not have to worry about engineering effort, leading to a twenty to thirty percent reduction in the engineering time for data engineers working on infrastructure.
Product Manager at a tech vendor with 11-50 employees
Fireworks AI has saved my team around half of what we used to take because initially, we had to manually research all the models.
full stack developer intern at a tech services company with 1-10 employees
It has saved about 20% to 30% of costs.
Governance Director at Diyar United Company
We have seen a 100% return on investment.
Software Engineer at university of southern california
UiPath has reduced human error and saved employee time.
Developer at a manufacturing company with 10,001+ employees
 

Customer Service

Sentiment score
6.9
Automation Anywhere offers responsive customer support with varying response times, helpful resources, and premium plans for faster service.
Sentiment score
5.5
Fireworks AI's responsive support is helpful, with users valuing documentation and detailed guidance to reduce contact need.
Sentiment score
7.0
UiPath's customer support is responsive and helpful, though some report slow responses; premium support is considered beneficial.
Whenever we need help, we can reach out to them, and they help us out.
Software Developer at Boston Scientific
We also have dedicated account managers and technical experts to solve our problems related to Automation Anywhere.
Software Engineer Intern at a university with 11-50 employees
We just have to raise a ticket, after which we receive a call, email, or ping from the Automation Anywhere team.
Solution architect at Boston Scientific
I would rate the customer support with answers being a ten
Co-Founder and CEO at Seismora
The documentation was thorough and complete.
Product Manager at a tech vendor with 11-50 employees
Customer support for Fireworks AI is very friendly, active, and responsive.
Assistant Banking Officer at Zenith-bank
They were very helpful, addressing the issue in three hours.
Consultor at Visagio
Even though they are external, I can ping them on Slack and I get a response right away, so they really make it very accessible to be in touch.
Senior Finance Manager at a retailer with 5,001-10,000 employees
He works through whatever unique internal environment scenarios we have to overcome to make sure that it's doing exactly what we need, even though we're constantly having new security measures to implement on top of it.
Senior Manager, Tools & Automation at a tech vendor with 10,001+ employees
 

Scalability Issues

Sentiment score
7.2
Automation Anywhere efficiently scales from a few bots to a large workforce, offering flexibility, centralized management, and seamless scaling.
Sentiment score
6.9
Fireworks AI offers scalable performance, managing traffic spikes with ease, though minor slower performance is noted under specific conditions.
Sentiment score
7.3
UiPath Platform enhances scalability with flexible licensing, supporting multiple users and workflows, boosting productivity and seamless integration.
As we are using Microsoft Copilot for our AI agents, I look forward to integrating it with Automation Anywhere and its solutions, seeing it as a beneficial partnership as Automation progresses toward AI as the main solution.
Sr. Manager, Finance Transformation at Amkor Technology, Inc.
The centralized control room allows us to orchestrate and manage bots seamlessly.
Associate Leadership Team at a financial services firm with 10,001+ employees
I can scale it in terms of hundreds of bots and configure hundreds of parallel robots easily.
Director at a computer software company with 51-200 employees
It's clearly built for production workloads.
FullStack Developer at EnactOn Technologies
Fireworks AI is pretty scalable, and you do not have to worry about it with a few customers using it at a single point in time.
Product Manager at a tech vendor with 11-50 employees
Fireworks AI's scalability is good, but it might be slow sometimes, which could be an issue.
full stack developer intern at a tech services company with 1-10 employees
We run our automations on dedicated Azure VMs, and when we needed to increase the number of unattended licenses, it was just a matter of acquiring those licenses and spinning up new VMs for the additional automations.
Robotic Process Automation Developer at a financial services firm with 1,001-5,000 employees
The framework provided allows for building scalable and reliable bots that meet non-functional requirements.
Automation Software Engineer at apollo studios
Scaling the same process to multiple machines just involves assigning users and adding the machines to the templates, making it an easy process.
Technical Lead at Alferix Inc
 

Stability Issues

Sentiment score
7.0
Automation Anywhere is praised for stability, though occasional issues exist, newer versions enhance reliability, dependent on good infrastructure.
Sentiment score
8.3
Fireworks AI is stable and reliable, with consistent performance even under high load and no significant downtime reported.
Sentiment score
7.5
UiPath Platform is generally stable with minimal downtime, though third-party integrations and updates can cause occasional instability.
With the latest applications, there are no significant issues like freezing or crashing.
Senior RPA Team Leader at a tech services company with 11-50 employees
From a stability and reliability perspective, we can remain confident that the product performs as an enterprise solution and meets expected standards.
Director Automation CEO at a financial services firm with 10,001+ employees
If you have good best practices, reusable code, an effective framework, and a solid development methodology, bots can be very stable.
Intelligent Automation Engineering Manager at a financial services firm with 5,001-10,000 employees
We didn't face any major outages, just occasional slowdowns.
FullStack Developer at EnactOn Technologies
I have not experienced any downtime, crashes, or performance issues.
Senior Software Engineer at a transportation company with 10,001+ employees
Staying stable with UiPath Platform is very important because if the tool becomes unresponsive or the application I am interacting with does not respond, it can impact my business.
Senior Software Engineer at iOPEX technologies
We have never seen the automation fail because of UiPath Platform.
AI & Automation Developer at HP
 

Room For Improvement

Users want improved coding, governance, API integrations, support, and AI integration for Automation Anywhere, especially for non-technical users.
Fireworks AI requires better documentation, debugging, cost transparency, integrations, and user-friendly improvements to enhance flexibility and reduce expenses.
UiPath faces challenges with costs, compatibility, debugging, user interface, training, integration, AI capabilities, error handling, and documentation.
It is better to write a Python script instead of using Automation Anywhere's package when dealing with Excel because it is buggy and tends to break.
Low Code Developer at a manufacturing company with 10,001+ employees
Making the product more lightweight by reducing its dependency on infrastructure could greatly help in the long run.
Software Developer at Boston Scientific
It would be beneficial if the platform provided options for power developers to integrate seamlessly with languages like Java or C#, allowing them to write their own scripts and code.
Infrastructure Lead at a tech vendor with 10,001+ employees
Fireworks AI is based on tool calling, so I think it needs to add more other kinds of connections to enable faster data retention and optimization.
Ai스페셜리스트매니저 at a tech vendor with 501-1,000 employees
I think it has zero video generation capabilities, making it really hard for someone wanting to make a visual AI project.
full stack developer intern at a tech services company with 1-10 employees
A product sold as 'pay-as-you-go' should never produce a surprise $40,000 charge with no spending cap, no real-time threshold alert, and no notification.
Principal Software Engineer at a consultancy with 1-10 employees
Adding more AI could help in small tasks that require intelligence or machine learning, leading to the next stage of automation.
Governance Director at Diyar United Company
If the UI changes or a label is changed, sometimes the whole flow breaks.
Student at a university with 1,001-5,000 employees
Regarding additional functionality for UiPath, I believe that additional features will only come into play when you start talking to the customers, accept feedback, and work on it.
Team lead at a manufacturing company with 10,001+ employees
 

Setup Cost

Automation Anywhere offers competitive pricing with scalability and options, yielding strong ROI despite extra costs for advanced features.
UiPath Platform's high pricing with complex licensing is offset by valuable features, but may deter small businesses.
It is more cost-efficient compared to all other RPA platforms.
AI/Robotics Process Automation Specialist at Bell
Automation Anywhere costs are aligned with UiPath and Blue Prism, which are also expensive.
Developer at a consultancy with 10,001+ employees
It is not cheap, with costs ranging between 700 to 800 dollars per month.
Director, Co-Founder & CEO at HEDEHI Solutions Pvt. Ltd.
We received a sudden $40,000 charge via AWS Marketplace, which we obviously never used, and we filed a case for it.
Principal Software Engineer at a consultancy with 1-10 employees
Comparing it with other RPA tools, the licensing cost can be high, which is especially challenging for small businesses.
Automation Software Engineer at apollo studios
from what I have heard and seen, it is probably more expensive than other vendors, but there are no doubts that it is worth it.
Senior Software Engineer at EPAM Systems
Overall, I describe UiPath Platform as providing good value for enterprise automation, with simple licensing structures, clear packaging of AI capabilities, and enhanced productivity justifying the costs associated with usage.
Senior Business Process Automation Engineer at a manufacturing company with 10,001+ employees
 

Valuable Features

Automation Anywhere enhances productivity with user-friendly bot building, strong integration, and robust security for efficient task automation.
Fireworks AI enhances AI deployment with rapid speed, cost efficiency, seamless integration, and extensive customization, boosting performance and development.
UiPath Platform offers comprehensive automation with intuitive tools, low-code interface, AI integration, and robust community support for efficiency.
I can set it up to provide users with a form to fill in all required information, and then the bot operates based on those specifications.
Low Code Developer at a manufacturing company with 10,001+ employees
For example, the email module has been enhanced over the years to support all the latest authentication technologies. That is very important as we move away from username and password and embrace multi-factor authentication.
Automation Manager at a manufacturing company with 1,001-5,000 employees
Automation Anywhere has undergone drastic changes over the past five years, transitioning from version 10 to A360, including desktop-based and cloud-based options.
Solution architect at Boston Scientific
It follows standard OpenAI-compatible endpoints, which meant we could swap out models or integrate new ones without rewriting our entire service layer.
FullStack Developer at EnactOn Technologies
After introducing Fireworks AI's high-speed inference engine, I found that communication speed between agents was about twice as fast as before.
Ai스페셜리스트매니저 at a tech vendor with 501-1,000 employees
Having access to multiple model tiers helps our team balance quality and cost by giving us leverage where we can make options and look at what best suits our company and what we could use, which is beneficial because when you have multiple choices, you can tailor your approach and get what you actually need, so our options are not limited.
Assistant Banking Officer at Zenith-bank
We've had processes that someone literally would spend two days out of the month submitting stuff online. That's all they did for two days. We've automated that where they don't touch it at all. They just get a confirmation email at the end of the month that it's been done.
IT Advisor & Software Engineer at a energy/utilities company with 1,001-5,000 employees
RPA has been huge in allowing our current workforce to stay the right size and we use automation to really handle those tedious processes, saving money from a people perspective and capturing denials a lot faster, enabling us to appeal in a timely manner.
CEO/MD at Resources and Energy Group Limited
Some benefits I've realized from using UiPath Platform include the elimination of data entry errors, giving folks time back to remove those mundane tasks, and allowing them to have high value in things they were hired for or find other ways to contribute to a better steward of the dollar within the company.
Product Owner Citizen Development at a marketing services firm with 1,001-5,000 employees
 

Categories and Ranking

Automation Anywhere
Sponsored
Ranking in AI Finance & Accounting
2nd
Average Rating
8.4
Reviews Sentiment
6.8
Number of Reviews
666
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 Procurement & Supply Chain (1st)
Fireworks AI
Ranking in AI Finance & Accounting
5th
Average Rating
7.6
Reviews Sentiment
6.8
Number of Reviews
9
Ranking in other categories
AI Development Platforms (7th), AI Software Development (20th), AI Research (6th)
UiPath Platform
Ranking in AI Finance & Accounting
1st
Average Rating
8.8
Reviews Sentiment
6.9
Number of Reviews
1061
Ranking in other categories
Robotic Process Automation (RPA) (1st), Agentic Automation (2nd), AI Agent Builders (1st), Business Orchestration and Automation Technologies (1st)
 

Mindshare comparison

As of October 2026, in the AI Finance & Accounting category, the mindshare of Automation Anywhere is 6.1%, down from 49.8% compared to the previous year. The mindshare of Fireworks AI is 1.8%. The mindshare of UiPath Platform is 6.6%, down from 49.7% compared to the previous year. It is calculated based on PeerSpot user engagement data.
AI Finance & Accounting Mindshare Distribution
ProductMindshare (%)
UiPath Platform6.6%
Automation Anywhere6.1%
Fireworks AI1.8%
Other85.5%
AI Finance & Accounting
 

Featured Reviews

Venkat Sivaprakash - PeerSpot reviewer
Management Consultant at Accenture
Has significantly improved document-driven workflows and reduced processing time across finance and HR functions
Automation Anywhere has evolved significantly and upgraded itself to provide agentic AI and AI-based automation solutions for document automation. The product has matured considerably over time. We can create workflows that can call an API. We can include prompts in particular workflows for ChatGPT-related functions, connecting to an LLM and RAG to perform tasks. For document automation, modern features are available to train documents, ensuring high accuracy and repeatability over time. The system is very easy to use. I recently completed a course in document automation, typically designed for people involved in coding and technical aspects. Though I understand coding comprehensively, I don't do actual coding. The course was very accessible. Currently, extensive coding isn't necessary due to the hybrid model incorporating GenAI aspects, low-code, no-code capabilities, APIs, and numerous pre-built objects in Automation Anywhere. The features include GenAI-driven prompting methods and workflow creation capabilities. In these workflows, we can create decision boxes and call APIs without coding. We simply pull objects, drop them, connect them, and add minimal coding when needed. The most crucial aspect isn't coding but rather sizing the automation and fleshing out the details. Automation Co-pilot takes notes and performs automated analysis. It can extract details from videos, summarize conversations, and provide detailed information. During calls, it identifies instructions and performs tasks such as preparing reports and reconciliation. Automation Anywhere can also connect with Microsoft Co-pilot. Through Co-pilot, real-time operations can be executed, allowing direct interaction between vendors and automation through this component.
M김
Ai스페셜리스트매니저 at a tech vendor with 501-1,000 employees
Automation has accelerated agent workflows and now needs broader connections for enterprise data
In the current function calling, if Fireworks AI could be added as part of our RAG system not only with the function calling we are using now but also with a variety of other connections, then an even better situation would be possible. Fireworks is based on tool calling, so it needs to add more different kinds of connections to enable faster data retention and optimization. Although multiple optimal optimization or measurement methodologies for using LLMs are being discussed, when using them inside enterprises, the main thing is actually measuring work handling capability or work processing speed. Based on that, and also through what might be called interviews with business-side staff, we measured the speed improvements in a somewhat indirect manner.
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.
report
Use our free recommendation engine to learn which AI Finance & Accounting solutions are best for your needs.
915,341 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
Outsourcing Company
15%
Financial Services Firm
12%
Manufacturing Company
11%
Comms Service Provider
11%
University
11%
Outsourcing Company
10%
Comms Service Provider
8%
Construction Company
8%
Financial Services Firm
13%
Outsourcing Company
11%
Manufacturing Company
10%
Construction Company
9%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business161
Midsize Enterprise85
Large Enterprise561
By reviewers
Company SizeCount
Small Business10
Midsize Enterprise3
Large Enterprise2
By reviewers
Company SizeCount
Small Business270
Midsize Enterprise162
Large Enterprise795
 

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 Fireworks AI?
Be extremely cautious. Although it is marketed as 'Pay-As-You-Go,' there are no spending caps, no threshold alerts, a...
What needs improvement with Fireworks AI?
Billing transparency and safeguards are urgently needed. A product sold as 'pay-as-you-go' should never produce a sur...
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)
No data available
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 Fireworks AI vs. UiPath Platform and other solutions. Updated: September 2026.
915,341 professionals have used our research since 2012.