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CircleCI vs Windsurf comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Jun 3, 2026

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
6.4
CircleCI enhances efficiency by reducing development times and costs, automating tasks, and providing financial flexibility with its payment model.
Sentiment score
5.0
Windsurf improves productivity, enabling developers to save time and costs, boosting output by 30-40% without extra hires.
I have seen a return on investment with CircleCI, as it saves money and time, requires fewer employees because it automates deployments easily, and enables us to complete all development tasks in much less time with limited employees.
Solution Architect at Dhanyaayai enterprise private limited
It also has a credit system, so you pay for what you use, making it way cheaper than having a dedicated server running 24/7.
Software Engineer at a tech services company with 51-200 employees
Before we were using CircleCI, deploying and setting up architecture or deploying an application for our customers took one or two days, but using CircleCI, it only takes around half a day, so it has improved significantly.
Cloud Operations Engineer at a tech vendor with 51-200 employees
My clients save time and money, and we are generally about twice as fast with AI-enabled software development.
Principal Consultant at a outsourcing company with 1-10 employees
The scope of work has increased a lot, but we managed to keep up without hiring due to the power of these AI-powered coding agents like Windsurf and Cursor.
Automation Engineer at a tech services company with 1-10 employees
It has saved a substantial amount of time compared to previous methods, with a 25% time reduction in code generation and completion of projects.
Software Engineer at a university with 1,001-5,000 employees
 

Customer Service

Sentiment score
6.6
CircleCI's support is responsive and knowledgeable, with effective communication, though response times may vary in complex cases.
Sentiment score
5.9
Windsurf's customer support is generally positive, though slow emails are a concern; users appreciate quick issue resolutions.
CircleCI provides detailed documentation, which often allowed us to troubleshoot and resolve problems independently.
Technical Solution Support Development Engineer at Ericsson Global
I would rate the customer support a ten out of ten, as they take money but provide the best customer support.
Senior Dev Ops Engineer at 11 East Capital
Whenever we have had issues with initial setup or questions, both the customer support and technical support teams have been excellent.
Lead Engineer Senior Forntend Developer at Adobe
Technical issues are handled very well when they arise.
Software Engineer at a university with 1,001-5,000 employees
I had an issue with billing, and the support team reached out to me about that issue quickly.
Full Stack Developer
I have not had to rely heavily on support for critical issues, which is a good sign in terms of product stability.
Software Enginner at Sera AI
 

Scalability Issues

Sentiment score
8.0
CircleCI efficiently scales projects, managing workloads and environments, with strong integration and automation for growing teams.
Sentiment score
5.3
Windsurf effectively scales with team sizes, offering seamless integration and consistent performance, though organizational scalability could improve.
Everything works together, and it is very scalable and performs well.
Devops Engineer at EDAG
It is highly scalable, as it is not on our system, so we do not need to take care of the runners as well.
Senior Dev Ops Engineer at 11 East Capital
In the cloud version, CircleCI allows you to go from running one job to 1,000 jobs instantly, so it is very robust.
Software Engineer at a tech services company with 51-200 employees
Windsurf can ensure that multiple users can work simultaneously on a single product.
AI Engineer at Walkover Web Solutions
For larger projects, it understands and operates across bigger repositories, helps maintain consistency when making changes across connected components, and reduces the effort needed to navigate and manage complexity.
Software Enginner at Sera AI
I believe it can handle growth effectively as our team expands or projects get bigger because it keeps the context of the codebase in a specialized, cached way.
Automation Engineer at a tech services company with 1-10 employees
 

Stability Issues

Sentiment score
8.1
CircleCI provides stable, reliable CI/CD operations with high uptime, minimal disruptions, and is trusted for critical workflows.
Sentiment score
7.5
Windsurf is stable and reliable, with minor slowdowns and occasional CASCADE issues, crucial for code generation and analytics.
It is most important for CircleCI to be stable and reliable because we run a production environment on it.
Devops Engineer at EDAG
We are using this software as a service solution, and if it goes down, the whole engineering stops working almost—we cannot push anything, and building does not work at all.
Software Engineer at a tech services company with 51-200 employees
Overall, CircleCI has been stable and reliable for our needs at Ericsson in different telecom projects.
Technical Solution Support Development Engineer at Ericsson Global
In terms of speed and reliability, for most tasks such as code generation and debugging, it is pretty fast and keeps the flow uninterrupted.
Software Enginner at Sera AI
Windsurf is currently stable for me; I have not experienced any crashes or issues.
Angular Developer at a computer retailer with 51-200 employees
I have not encountered any crashes or reliability issues.
Database developer at a university with 501-1,000 employees
 

Room For Improvement

CircleCI faces challenges with pricing, complexity, and support, needing better UI, AI, integrations, documentation, and troubleshooting.
Windsurf needs faster response, improved stability, better tool integration, and enhanced support for complex tasks and extensive files.
I think there is also UI clutter; with very complex pipelines running with hundreds of steps, it becomes difficult to navigate in the web interface.
Software Engineer at a tech services company with 51-200 employees
If CircleCI implemented a function approach similar to GitHub Actions, it would be significantly better.
SRE coordinator at a financial services firm with 201-500 employees
CircleCI should leverage the growing trend of AI by offering an out-of-the-box AI-driven dynamic YAML file creation feature using natural language processing.
Managing Technical Consultant - Solution Architect at NTT DATA
Enhancing the reliability of the cascade agent for large and complex codebases, ensuring it understands projects thoroughly, and providing safer multi-file edits would make Windsurf a significantly stronger tool.
Angular Developer at a computer retailer with 51-200 employees
Windsurf really shines when you treat it as a feature-level or system-level tool, not just something for autocomplete or small snippets.
Software Enginner at Sera AI
I would rather look for the inclusion of pull request reviews or a kind of a TRD or technical requirement general documentation generation, or system diagram generation directly from the codebase in Windsurf itself.
Founding BackEnd Engineer
 

Setup Cost

CircleCI's enterprise pricing is variable and manageable, but transparency issues and high charges can occur without monitoring.
Enterprise users find Windsurf's pricing fair and flexible, valuing its competitive rates, easy setup, and optional premium features.
A large server costs more credits per minute than a small one, but there is a risk that some scripts or an infinite loop can burn through $500 of credit in a weekend if you do not set up spending limits or alerts.
Software Engineer at a tech services company with 51-200 employees
So far, we have been able to keep everything within our organization's budget.
VP at Tech 3 60
The pricing varies depending on how we use the pipelines, which run frequently, leading to variability in costs.
Cloud Platform at Futurescape
It is very cheap compared to other tools in the market because 80% of the time, we are happy with their free model capabilities.
Founding BackEnd Engineer
If it were a bit less, it would be more useful for us to save money since we are a startup.
Software Engineer at Collecto Fintech Solutions Pvt Ltd
I did not incur setup costs.
Database developer at a university with 501-1,000 employees
 

Valuable Features

CircleCI offers YAML configuration, GitHub/GitLab integrations, Docker support, fast execution, and seamless DevOps integration for efficient CI/CD processes.
Windsurf enhances productivity with AI integration, efficient autocomplete, multi-model selection, and seamless code editing for optimized development.
The GitHub integration is most valuable because of its ease of use, as it only requires integration with the GitHub repository and then creating the pipeline as a YAML file within the repository code.
SRE coordinator at a financial services firm with 201-500 employees
Among those features, I find the most valuable in my day-to-day work the automation aspect, as we have a large product team with many developers who continuously create branches and push code, necessitating automation that builds the pipeline and the branches automatically while giving faster feedback.
Managing Technical Consultant - Solution Architect at NTT DATA
Running parallel jobs where dev gets automatically updated every time has helped our team significantly.
Senior Dev Ops Engineer at 11 East Capital
We were able to build a product from scratch, which would have taken at least two to three weeks. With Windsurf helping me build it in a week, the time savings are substantial.
Lead Software Engineer at a tech vendor with 10,001+ employees
Windsurf's understanding of my Angular project context is better than basic auto-complete and less IntelliSense options because it understands what version of Angular I am using and what features I require.
Angular Developer at a computer retailer with 51-200 employees
If there are any exceptions, it automatically finds out what the exact issue is and provides the solution and fixes it.
Software Engineer at Collecto Fintech Solutions Pvt Ltd
 

Categories and Ranking

CircleCI
Ranking in AI Software Development
16th
Average Rating
7.6
Reviews Sentiment
6.9
Number of Reviews
18
Ranking in other categories
Build Automation (6th)
Windsurf
Ranking in AI Software Development
1st
Average Rating
8.0
Reviews Sentiment
5.4
Number of Reviews
38
Ranking in other categories
IDE (1st), AI Code Assistants (1st)
 

Mindshare comparison

As of August 2026, in the AI Software Development category, the mindshare of CircleCI is 0.5%, up from 0.2% compared to the previous year. The mindshare of Windsurf is 0.7%, down from 25.0% compared to the previous year. It is calculated based on PeerSpot user engagement data.
AI Software Development Mindshare Distribution
ProductMindshare (%)
Windsurf0.7%
CircleCI0.5%
Other98.8%
AI Software Development
 

Featured Reviews

Arka Sarkar - PeerSpot reviewer
Technical Solution Support Development Engineer at Ericsson Global
Automated pipelines have accelerated microservice delivery and improve release consistency
Debugging is an important point for improvement because when pipelines fail, debugging can sometimes be difficult, especially for the complex workflows which we have already faced in our organization in different projects. Logs are available, but root cause analysis can take time, so that can be improved. Also, configuration management challenges exist. Although YAML configuration is flexible, it can become complex and hard to maintain as pipelines grow in size and include multiple workflow conditions. The limited visibility for large pipelines is also a concern. For very large enterprise pipelines, the UI can feel less intuitive in terms of tracking dependencies and understanding the full workflow at a glance. Cost optimization is one important point for improvement. In cloud-based usage, costs can increase due to long-running jobs and inefficient pipelines. Proper optimization through caching and parallelism is required, otherwise it can become expensive, which we faced in one of our telecom projects last year. One thing CircleCI can improve is related to cloud runners, where any network or platform issues can impact pipeline execution. This can be a concern for critical telecom deployments.
DHARMA-TEJA - PeerSpot reviewer
Software Enginner at Sera AI
Feature workflows have become faster and context-aware development is now system-focused
Windsurf has become less of a tool and more of a core part of how I build. I do not think in terms of writing code line by line anymore; I think in terms of features, flows, and systems, and Windsurf helped me translate that into actual implementation across the codebase. It fits especially well when I am doing rapid prototyping, exploring new ideas or architectures, or iterating on existing features quickly. At the same time, one thing I have noticed in my workflow is around model switching. When I switch between models, the GPT generating agent models sometimes the deeper context regarding decision reasoning or intermediate steps does not fully carry over, so I end up re-establishing context manually every time. It is so much painfully manual; that is not a blocker, but since I work on fairly complex multi-step systems, having strong cross-model memory consistency would make it even more powerful. One thing I would really appreciate is stronger cross-model memory and context continuity. Right now, when I switch between models, the surface-level context is there, but the deeper reasoning regarding why certain decisions were made or how a flow evolved does not always carry over fully. Since I work on complex and multi-step agents, I end up re-establishing the context manually. If Windsurf could maintain a kind of shared memory layer across models where intent, decisions, and intermediate steps persist, it would make the whole experience much more seamless. Improving the memory continuity and control would take it from powerful to extremely reliable at scale. Overall, Windsurf is already a strong tool, but there are a few areas where improvements would make a big difference, especially for advanced workflows. The first is cross-model memory and context continuity. The second is better control over agent execution. Right now, when switching between models—for instance, if I am using a tier of models and then I reach a limit, and then I need to switch to a lesser limit model—the high-level context is there, but deeper reasoning is lost. A shared memory layer across models would make the experience much more seamless. Furthermore, while Cascade is powerful, for larger changes, it would help to have more visibility or control, such as previewing the execution plan and guiding steps before it runs. The UI and documentation provided are pretty good, though I think there is room for true visibility and feedback during agent execution. While the amount of time put into the design and documentation is great, figuring out things with the documentation can often be done without any third-party help. Some advanced use cases are not fully explored in the documentation, but the best practices for using agents effectively are very clear, such as how to structure prompts for multi-file changes and how to guide Cascade for better outputs. Real-world advanced examples are already implemented in there; that could be very helpful for us. The main advice I would give to others looking into using Windsurf is to not use it as a traditional code assistant. Windsurf really shines when you treat it as a feature-level or system-level tool, not just something for autocomplete or small snippets. So instead of thinking "write this function," think more toward "build this flow." Learn how to guide it properly. That is the main thing I would advise: learn how to guide it properly, how to prompt it properly, and start with real use cases, not toy examples.
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Top Industries

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

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business8
Midsize Enterprise2
Large Enterprise13
By reviewers
Company SizeCount
Small Business21
Midsize Enterprise8
Large Enterprise16
 

Questions from the Community

What needs improvement with CircleCI?
Debugging is an important point for improvement because when pipelines fail, debugging can sometimes be difficult, especially for the complex workflows which we have already faced in our organizati...
What advice do you have for others considering CircleCI?
I would advise organizations or individual developers who are trying to use CircleCI to begin with basic pipelines and gradually move to advanced workflows such as deployment automation, parallel j...
What is your experience regarding pricing and costs for Windsurf?
Regarding pricing, I am a developer, and the pricing is handled by my management team and the platform team. As a developer, I was mainly focused on using the product rather than the procurement side.
What needs improvement with Windsurf?
Room for improvement is actually associated with every AI that exists. One thing is that if there is a very large codebase, such as a legacy codebase, sometimes the context window is a hindrance. T...
What is your primary use case for Windsurf?
I am a software developer with over two years of experience. I have been using Windsurf for approximately one to one and a half years since its introduction into my organization. I primarily work i...
 

Comparisons

 

Overview

 

Sample Customers

Shopify, Zenefits, Concur Technologies, CyberAgent
Dell, Anduril, MongoDB, Zillow, Atlassian
Find out what your peers are saying about CircleCI vs. Windsurf and other solutions. Updated: June 2026.
909,725 professionals have used our research since 2012.