---
title: "Comment by awsemployee123 on \"Cursor vs Windsurf vs Copilot: real ROI for engineering teams\" | Hashnode"
description: "Great analysis! I really liked the focus on measuring real engineering outcomes rather than just AI-generated code volume. The discussion around review costs, s"
url: "https://hashnode.com/posts/cursor-vs-windsurf-vs-copilot-real-roi-for-engineering-teams/6a4c22d71545dfb5565594e0/comment/6a4e226e56c1777ecaa82b7c"
---

[Discussion](https://hashnode.com/posts/cursor-vs-windsurf-vs-copilot-real-roi-for-engineering-teams/6a4c22d71545dfb5565594e0)

Comment [Cursor vs Windsurf vs Copilot: real ROI for engineering teams](https://hashnode.com/posts/cursor-vs-windsurf-vs-copilot-real-roi-for-engineering-teams/6a4c22d71545dfb5565594e0)

[awsemployee123](https://hashnode.com/@dsonmart)

[Jul 8](https://hashnode.com/posts/cursor-vs-windsurf-vs-copilot-real-roi-for-engineering-teams/6a4c22d71545dfb5565594e0/comment/6a4e226e56c1777ecaa82b7c)

Great analysis! I really liked the focus on measuring real engineering outcomes rather than just AI-generated code volume. The discussion around review costs, security, and workflow optimization offers practical insights for teams evaluating AI coding assistants.