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Glean Platform 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:
 

Categories and Ranking

Glean Platform
Ranking in AI Software Development
15th
Average Rating
8.4
Number of Reviews
11
Ranking in other categories
Indexing and Search (2nd), Search as a Service (4th), AI Agent Builders (4th), AI Customer Support (4th)
Windsurf
Ranking in AI Software Development
1st
Average Rating
8.0
Reviews Sentiment
5.5
Number of Reviews
36
Ranking in other categories
IDE (1st), AI Code Assistants (1st)
 

Mindshare comparison

As of May 2026, in the AI Software Development category, the mindshare of Glean Platform is 0.4%. The mindshare of Windsurf is 1.0%, down from 23.8% compared to the previous year. It is calculated based on PeerSpot user engagement data.
AI Software Development Mindshare Distribution
ProductMindshare (%)
Windsurf1.0%
Glean Platform0.4%
Other98.6%
AI Software Development
 

Featured Reviews

Ananya Bl - PeerSpot reviewer
Data Analyst at Capgemini
Daily orchestration of complex ai workflows has boosted my research and automation capabilities
Orchestration primarily decides which agent handles which part of a task and manages errors, retries, and complete state while maintaining the workflow effectively. On the orchestration side, branching, looping, and human approvals support non-linear workflows in production environments with real-time access. Through refined and improved prompts, this helps in closing the loop with actual users. One unique feature that stood out is that every step in the workflow can pause or recover from failures. Instead of finishing the entire agent in one go, this approach is interesting because if there is a minor change in a previously completed step regarding the state, I can re-edit and restart from the beginning. This is truly impressive.
Yess Kumar - PeerSpot reviewer
SRE at a tech vendor with 5,001-10,000 employees
AI coding workflows have accelerated routine development and debugging while improving focus
Overall, Windsurf is a powerful tool, but one key area is the accuracy and consistency of suggestions. While it is very helpful, sometimes the generated code or fixes need manual validation, especially for complex or production-level logic. Another improvement would be better control over AI actions, especially in agent workflows like Cascade. More transparency and fine-grained control would help developers trust and use it more confidently in critical tasks. Performance can be improved slightly. One area for improvement is around context limits and memory handling. Sometimes when working on very large codebases or long sessions, the context can feel limited. Improving how it retains and prioritizes context would make suggestions even more accurate. Another area is documentation and onboarding guidance. Since Windsurf is a relatively new tool, having more structured documentation, best practices, and real-world examples would help teams adopt it faster. Additionally, enterprise-level controls could be enhanced, such as better security, audit logs, and usage tracking. One additional area for improvement is offline and limited connectivity support. Since Windsurf relies heavily on AI capabilities, having a more robust fallback or partial offline functionality would be useful in restricted environments. Another point is the customization of AI behavior. It would be great to have more control over how the AI responds, such as tuning it for specific coding standards, project styles, or team preferences. Additionally, integration with more developer tools and ecosystems could be expanded. While it already fits well into the workflow, deeper integrations with CI/CD pipelines, issue tracking, and monitoring tools would make it more powerful.

Quotes from Members

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

Pros

"The best features Glean Platform offers include the ability to create my own agents, for example, I created a self-service agent for my stakeholders, so rather than email me, I sent them a link to an agent where the agent asks them questions and drills down to exactly what they need, and then I get a qualified response from them."
"Glean Platform has increased productivity by at least one hundred hours per week for my organization."
"I have used many solutions, but Glean Platform is the best, and I would truly appreciate it if everyone considers this platform."
"The major impact that I have noticed is how business users are now being impacted and they are using the platform because they understand it easily."
"Glean Platform has positively impacted my organization by speeding up a lot of repetitive tasks and making it easier for people outside of support to understand what kind of issues impact the support groups."
"Glean Platform has positively impacted our organization, especially in terms of productivity for both us and our customers."
"When I searched for internal information spread across different systems, Glean Platform did centralize and retrieve that data for me effectively, giving me eighty percent accuracy."
"Life became so easy when we started using Glean Platform."
"In summary, with the help of all these features that Windsurf provides, what is happening is the time consumption has been reduced drastically."
"Windsurf has positively impacted my organization by increasing productivity, because during a one-week hackathon we were able to build a product from scratch that would have taken at least two to three weeks, making the time savings substantial."
"Windsurf has created a personal impact on my productivity, allowing me to typically meet deadlines in one week instead of two."
"We were deploying one time a week before we started working with Windsurf, and with Windsurf, we are succeeding in a maximum of five releases in a week."
"Overall, Windsurf is a great tool, fitting the current AI journey that individual organizations are looking to join, and it is really helping employees and developers accelerate their code generation lifecycle."
"Windsurf is a fully magical platform where we can generate our fully complete full-stack application."
"Windsurf offers many AI options, feels intelligent, is stable, and appears to be growing as a company in a positive direction."
"Windsurf has positively impacted my organization by increasing the speed of development, which allowed us to prototype much faster and lowered the barrier of entry for developers."
 

Cons

"Also, the latency that the platform offers is a little high right now; what I have noticed is that on a particular query, the user has to wait a long time in order to get responses."
"Sometimes Glean Platform gets slowed down."
"I chose seven out of ten because if I could upload PDFs and have them analyzed, or have it integrate with my Gmail and help me go through my emails, that would be very useful, but I do not think it does that."
"My experience with pricing, setup cost, and licensing is that the licenses were expensive, and it was hard to convince the company to adopt based on that."
"There are multiple ways in which Glean Platform can be improved."
"Currently, Glean Platform does not integrate with Teams, Microsoft-owned platforms."
"My experience with pricing, setup cost, and licensing for Glean Platform reveals limited options, and I wish there was more customization available."
"I tried pulling in an architecture diagram of a workflow, and it pulled in some other image instead."
"Windsurf can be improved by increasing the context awareness. It sometimes loses context across files."
"Sometimes, Windsurf is not able to develop the feature that we want and hallucinates a lot."
"In terms of productivity, there has not been any notable improvement; it was more pleasant at a usage level, but in terms of pure productivity as such, there has not been improvement."
"Most of the context tokens are consumed by documentation. We need a good structure for the agent to be optimized with this. Most of the time, our developers are wasting money because the agent does not save the context properly."
"Windsurf's stability is a good question. I do not know if it is due to my computer configuration or Windsurf itself, but Windsurf CASCADE agent pane on the right side does not open most of the time."
"Since using Windsurf, I notice more errors, but we deliver approximately twice as fast."
"Windsurf should definitely improve on the retrieval coverage side and multi-agent side, which Cloud Code and others have."
"Windsurf could be improved as it is lagging now compared to a competitor platform like Claude."
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Top Industries

By visitors reading reviews
Financial Services Firm
22%
Manufacturing Company
9%
Outsourcing Company
8%
Computer Software Company
7%
Comms Service Provider
9%
Financial Services Firm
8%
Computer Software Company
8%
Outsourcing Company
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business3
Midsize Enterprise1
Large Enterprise9
By reviewers
Company SizeCount
Small Business21
Midsize Enterprise7
Large Enterprise14
 

Questions from the Community

What is your experience regarding pricing and costs for Glean Platform?
My experience with pricing, setup cost, and licensing for Glean Platform reveals limited options, and I wish there was more customization available.
What needs improvement with Glean Platform?
I would appreciate a change to the color scheme of Glean Platform as a needed improvement, even if it is something small or minor.
What is your primary use case for Glean Platform?
My main use case for Glean Platform is general use at an introductory level.
What is your experience regarding pricing and costs for Windsurf?
Time saved is very evident. Because time has been saved, if I am completing a task in five days rather than ten days, I can pick another task in the remaining five days. The product team can now de...
What needs improvement with Windsurf?
Overall, Windsurf is a powerful tool, but one key area is the accuracy and consistency of suggestions. While it is very helpful, sometimes the generated code or fixes need manual validation, especi...
What is your primary use case for Windsurf?
I have been using Windsurf for a few months now, mainly as part of my development and productivity workflow. During this time, I explored its capabilities for code assistance, faster debugging, and...
 

Comparisons

 

Also Known As

Glean Work AI Platform
No data available
 

Overview

 

Sample Customers

Information Not Available
Dell, Anduril, MongoDB, Zillow, Atlassian
Find out what your peers are saying about Glean Platform vs. Windsurf and other solutions. Updated: April 2026.
894,738 professionals have used our research since 2012.