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Spacelift vs Windsurf 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
5.6
Spacelift drastically cuts costs and boosts efficiency in infrastructure deployment, offering significant value, particularly for larger organizations.
Sentiment score
5.0
Windsurf improves productivity, enabling developers to save time and costs, boosting output by 30-40% without extra hires.
We are just pushing code from Git to GitHub, which then sends it to Spacelift, checking for drifts and starting continuous deployment.
Senior Cloud Engineer at a tech services company with 201-500 employees
The metrics show that fewer employees are needed, money is saved based on past experiences with different cloud management or Infrastructure as Code management tools, and efficiency has improved significantly in terms of Infrastructure as Code deployment.
cloud engineer at softwareone
Anything that reduces the amount of work needed to do repetitive tasks is a bonus.
Senior Devops Engineer at SAM Seamless
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
5.1
Spacelift's customer service receives mixed feedback, praised for responsiveness but compared unfavorably to major services like AWS.
Sentiment score
5.9
Windsurf's customer support is generally positive, though slow emails are a concern; users appreciate quick issue resolutions.
I have asked them various queries, and they provided perfect solutions along with good detailed documentation.
Senior Cloud Engineer at a tech services company with 201-500 employees
The customer support is fantastic as they reply over Slack immediately and get to work on a solution whenever I need them.
Senior Manager - Platform Lead at a tech vendor with 10,001+ employees
The SLO and SLA being really fast to answer.
Dev Ops Engineer at a financial services firm with 10,001+ employees
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
5.5
Spacelift efficiently scales to manage large workloads and multiple Terraform projects, ensuring stability and functionality across deployments.
Sentiment score
5.3
Windsurf effectively scales with team sizes, offering seamless integration and consistent performance, though organizational scalability could improve.
Spacelift's scalability is very good as it scales very well with the environment because I can add agents to it with more workload, so it's quite excellent.
Senior Manager - Platform Lead at a tech vendor with 10,001+ employees
Spacelift can handle increased workloads well, managing more servers as our organization grows, and it is indeed scalable.
Lead Devops Engineer at a computer software company with 201-500 employees
Based on the requests and the Linux Docker machines I provision, it becomes more stable, and the runs happen very quickly.
cloud engineer at softwareone
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
8.5
Spacelift is highly stable and reliable, with a 99% success rate and no significant stability issues reported by users.
Sentiment score
7.5
Windsurf is stable and reliable, with minor slowdowns and occasional CASCADE issues, crucial for code generation and analytics.
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

Spacelift needs to enhance user onboarding, error clarity, pricing transparency, UI design, integrations, and documentation for improved user experience.
Windsurf needs faster response, improved stability, better tool integration, and enhanced support for complex tasks and extensive files.
It can improve areas in scalability and integrate some open-source tools.
Senior Cloud Engineer at a tech services company with 201-500 employees
The engineering team behind Spacelift is very responsive whenever I submit a feature request, and there's a very good chance I would see it within the next year.
Senior Manager - Platform Lead at a tech vendor with 10,001+ employees
The OPA policy writing is not very beginner-friendly either, and the error messages when a policy fails are not always clear.
Senior Cloud Platform Engineer at a tech vendor with 501-1,000 employees
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

Spacelift offers competitive pricing, with substantial savings over alternatives, despite occasional clarity issues in licensing and perceived costs.
Enterprise users find Windsurf's pricing fair and flexible, valuing its competitive rates, easy setup, and optional premium features.
The next standard plan costs three hundred ninety-nine dollars per month for ten concurrent users.
Senior Cloud Engineer at a tech services company with 201-500 employees
The spaces have been a major aspect of managing things, and the contacts for the resources I provide internally in Spacelift are quite affordable, effective, and useful.
cloud engineer at softwareone
My experience with pricing shows that the setup cost is reasonable, and the licensing also seems reasonable.
Lead Devops Engineer at a computer software company with 201-500 employees
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

Spacelift enhances team efficiency, collaboration, and infrastructure management with automation, integrations, and Terraform support for improved deployment speed.
Windsurf enhances productivity with AI integration, efficient autocomplete, multi-model selection, and seamless code editing for optimized development.
We can apply those policies in Spacelift, and the RBAC and access policies features are really excellent in Spacelift, which we do not find in any of the other competitor tools.
Senior Cloud Engineer at a tech services company with 201-500 employees
Spacelift has positively impacted my organization by reducing manpower, as it reduced the efforts of resources in the team, where previously a job done by two or three engineers can now be easily managed by one engineer using Spacelift.
Technical Lead at a tech vendor with 11-50 employees
You create so many different modules and so many different versions. Having a very easy way to navigate and search through them all, and the fact that you can actually see the commit ID and description really helps in discovering what was actually in that version of the module.
Senior Devops Engineer at SAM Seamless
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

Spacelift
Ranking in AI Software Development
13th
Average Rating
8.2
Reviews Sentiment
6.1
Number of Reviews
17
Ranking in other categories
Cloud Management (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 Spacelift is 0.4%. 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%
Spacelift0.4%
Other98.9%
AI Software Development
 

Featured Reviews

G Srivastava - PeerSpot reviewer
Senior Cloud Engineer at a tech services company with 201-500 employees
Automation of cloud infrastructure has transformed how our team manages Terraform workflows
Spacelift has other features beyond Terraform, including Ansible, Pulumi, Terragrunt, and it also helps with Kubernetes, although we haven't used it for the other tools. We have only used it for Terraform Infrastructure as Code, and it has helped us significantly. One standout feature compared to Terraform Cloud is the ability to apply policies. For example, we want to restrict engineers in our team from building servers with a particular SKU, such as in Azure, where we do not want to run servers with a SKU higher than the standard D4sv5. We can apply those policies in Spacelift, and the RBAC and access policies features are really excellent in Spacelift, which we do not find in any of the other competitor tools. The pricing is also competitive compared to Terraform Cloud. The access policy features allow us to assign specific policies since we have three environments in our company: Dev, QA, and Prod. We assign policies so that anyone can run code from Dev and QA servers, but we assign a policy for specific people, such as managers, to run code in Prod. This is a very good feature from Spacelift that we have implemented for the access policy. Spacelift has positively impacted our organization as a CI/CD tool for application deployment and development. Although we use other CI/CD tools like Azure DevOps and GitHub Actions, there wasn't a specific tool for Terraform Infrastructure as Code until Spacelift came along. It allows us to easily configure our servers and build a number of them on our cloud. While other CI/CD tools have started to include configuration features, Spacelift offers many other benefits that make it an excellent tool to use.
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
Financial Services Firm
11%
Manufacturing Company
10%
Educational Organization
9%
Outsourcing Company
8%
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 Business6
Midsize Enterprise3
Large Enterprise8
By reviewers
Company SizeCount
Small Business21
Midsize Enterprise8
Large Enterprise16
 

Questions from the Community

What is your experience regarding pricing and costs for Spacelift?
My experience with pricing, setup cost, and licensing was that licensing was somewhat unclear when HashiCorp changed their own licensing.
What needs improvement with Spacelift?
It would be nice to have out-of-the-box A/B testing with Spacelift because we still use some custom features for that. Out-of-the-box A/B testing is the main thing I would like to add about the nee...
What is your primary use case for Spacelift?
We manage a lot of AWS deployments with Spacelift configs, so we have a main use case for it. We also use it for versioning and spinning up new environments. Recently we used Spacelift for deployin...
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

Information Not Available
Dell, Anduril, MongoDB, Zillow, Atlassian
Find out what your peers are saying about Spacelift vs. Windsurf and other solutions. Updated: June 2026.
909,725 professionals have used our research since 2012.