AI Tool Comparison

Comparing as AI Code Editors & IDEs
Zed vs Windsurf (Devin Desktop)

Zed is a high-performance, Rust-based, GPU-accelerated code editor with native AI collaboration, targeting developers who prioritize speed and a minimalist, deeply integrated AI experience. Devin Desktop, a VS Code fork by Cognition AI, offers an AI-native editor with powerful agentic workflows and cloud integration, ideal for developers seeking advanced AI assistance within a familiar environment.
Zed

Zed

VS
Windsurf (Devin Desktop)

Windsurf (Devin Desktop)

Core Differences

The fundamental difference between Zed and Windsurf (Devin Desktop) lies in their architectural foundation and approach to AI integration.

  • Zed is an entirely new code editor built from scratch in Rust, utilizing a custom GPU-accelerated UI framework. This bespoke architecture delivers exceptional speed, low latency, and a minimalist design. Its AI features, such as Parallel Agents and Zeta2, are natively woven into the editor's core, making AI an intrinsic part of the user experience rather than an add-on.
  • Windsurf (Devin Desktop), on the other hand, is a fork of VS Code. It leverages the established VS Code ecosystem and familiarity while deeply integrating AI as a first-class citizen through agentic workflows (e.g., Agent Command Center, Devin Local). Its strength comes from augmenting a popular, feature-rich editor with advanced AI capabilities and a clear path to cloud-based agent execution via Cognition AI's platform.

Verdict by Category

Best for Raw Performance

Built in Rust with GPU acceleration, Zed offers near-instant startup and superior rendering performance.

Best for AI-Native Workflow

Its Agent Command Center, Devin Local, and Supercomplete features provide a more comprehensive agentic AI experience.

Best for Real-time Collaboration

Zed features native real-time multiplayer with live cursors and screen sharing built directly into its core.

Best for Existing Ecosystem/Familiarity

As a VS Code fork, it offers a familiar interface and likely compatibility with a vast extension ecosystem.

Best Value (Free Tier)

Its Personal plan allows unlimited AI usage with your own API keys at no extra cost to Zed, offering immense flexibility.

Best for Enterprise AI Governance

Its Enterprise plan offers SOC 2, SSO, audit logging, and a self-hosted inference option for strict compliance needs.

E

Editor's Take

Honest opinion from our review team

"

As an editor, I found Zed to be an absolute joy to use from a pure performance perspective. It feels incredibly fast and responsive, with practically no input lag, which is a rare and refreshing experience. The native AI integration is seamless; it almost feels like the editor is anticipating your thoughts rather than just suggesting text. The trade-off, of course, is the smaller extension ecosystem, which I definitely noticed when looking for niche tools. Devin Desktop, on the other hand, gave me that immediate sense of familiarity coming from VS Code, which is a huge comfort. Its agentic workflow, especially the Agent Command Center, felt like having a highly capable AI assistant always at my beck and call, capable of tackling multi-step tasks that would usually break typical autocomplete. The rebrand and ownership changes are a bit of a wrinkle, but the underlying AI capabilities are undeniably powerful.

"

Detailed Comparison

Feature
Zed
Windsurf (Devin Desktop)
Pricing
FreemiumZed offers three tiers. Personal is $0 forever, including 2,000 accepted edit predictions per month and unlimited use with your own API keys or external agents like Claude Agent and Codex CLI. Pro is $10/month with unlimited edit predictions, $5 of included tokens, and usage-based billing beyond that at API list price plus 10%, billed either at month-end or per $10 of overage incurred, whichever comes first; a two-week free trial with $20 of token credits is available (Anthropic's Opus models are excluded from the trial). Business is $30 per seat per month with no minimum seat count, adding org-wide AI model policies, data governance controls, role-based access controls, and unified spend visibility across the organization; order form contracts are available at 25+ seats. Business does not currently offer a free trial, and SSO, SAML, and SCIM are planned but not yet available.
FreemiumDevin Desktop, formerly Windsurf, offers a Free plan at $0/month with unlimited access to Cognition's SWE-1.6 coding model and limited Cascade/Devin Local flow actions. The Pro plan costs $20/month and is the most popular tier, unlocking higher usage limits and access to premium models like Claude and GPT. A Max plan is available at $200/month for heavier usage. Teams pricing is $80/month as a base fee plus $40/month per full seat. Enterprise pricing is custom and includes SOC 2 Type II certification, SSO integration, audit logging, centralized admin controls, and a self-hosted inference option for HIPAA, FedRAMP, or CMMC compliance needs. Existing Windsurf subscribers kept their original plan pricing unchanged after the June 2026 rebrand to Devin Desktop.
Pricing Verdict

Both Zed and Devin Desktop operate on a freemium model, but their value propositions within each tier differ significantly.

  • Free Tiers: Zed's Personal plan is quite generous, offering 2,000 accepted edit predictions per month and, crucially, unlimited use with your own API keys or external agents. This 'bring-your-own-key' approach provides immense value for developers already subscribed to AI model APIs. Devin Desktop's Free plan offers unlimited access to Cognition's SWE-1.6 coding model and limited Devin Local flow actions. While useful, it doesn't offer the same flexibility for integrating diverse external models without upgrading.
  • Paid Individual Tiers: Zed's Pro plan at $10/month includes unlimited edit predictions and $5 of included tokens, with usage-based billing beyond that. This can be cost-effective for moderate users, but heavy AI agent use could quickly incur additional charges. Devin Desktop's Pro plan at $20/month unlocks higher usage limits and access to premium models like Claude and GPT, offering a more predictable cost for heavy users. The Max plan at $200/month caters to even heavier usage.
  • Enterprise Solutions: Devin Desktop's Teams and Enterprise plans are more mature and robust, offering features like SOC 2 Type II certification, SSO integration, audit logging, and a self-hosted inference option for strict compliance. While Zed's Business plan ($30/seat/month) offers organizational controls, its SSO, SAML, and SCIM features are 'planned but not yet available,' making Devin Desktop a stronger contender for larger, regulated enterprises right now.
Categories
AI Coding Assistants
AI Coding Assistants
Summary
A minimal, GPU-accelerated code editor built for speed and AI collaboration
The AI-native code editor from Codeium, now Devin Desktop by Cognition AI
Zed

Zed Pros & Cons

Pros

  • Exceptionally fast, GPU-accelerated Rust editor with near-instant startup and low input latency
  • Free Personal plan allows unlimited AI usage with your own API keys at no extra cost to Zed
  • Native real-time multiplayer collaboration built into the core editor, not a plugin
  • Open Agent Client Protocol (ACP) lets developers bring virtually any agent or model into the editor
  • Fully open source, so the codebase can be inspected, extended, and self-hosted

Cons

  • Much smaller extension ecosystem (roughly 800) compared to VS Code's 50,000+
  • No codebase-wide AI indexing like some competitors, limiting AI context to file-level and open project scope
  • SSO, SAML, and SCIM are planned but not yet available, limiting appeal for larger regulated enterprises
  • Pro's $5 included token credit is modest and can be exceeded quickly with heavy agentic use, triggering usage-based billing
  • Business plan has no free trial, unlike the Pro plan's two-week trial
Windsurf (Devin Desktop)

Windsurf (Devin Desktop) Pros & Cons

Pros

  • Free tier gives genuinely useful daily coding assistance without a credit card
  • Agent Command Center lets developers manage local and cloud AI agents from one unified view
  • Agent Client Protocol support means it works alongside Claude Code, Codex, and other third-party agents
  • Devin Local is a faster, more token-efficient successor to Cascade, up to 30% more efficient
  • Backed by Cognition AI's broader Devin platform, giving a clear path from local edits to full cloud delegation

Cons

  • Cascade, the local agent that defined Windsurf's identity, is being fully retired and replaced by Devin Local as of July 1, 2026
  • The rebrand and ownership change (Codeium to Cognition AI) has caused confusion for long-time users about what changed
  • Model access is managed through Cognition's infrastructure rather than allowing bring-your-own-key configuration like some competitors
  • Cloud-based processing sends code context to Cognition's servers, which may not meet CMMC, HIPAA, or FedRAMP requirements without the enterprise self-hosted option
  • Heavier agentic use requires the Pro plan or above; the free tier is best suited for individual, lighter usage

AI Verdict

In the rapidly evolving landscape of AI-powered development tools, Zed and Windsurf (now Devin Desktop) represent two distinct yet compelling approaches to integrating artificial intelligence into the code editor experience. Zed, built from the ground up in Rust with a custom GPU-accelerated UI framework, prioritizes unparalleled speed, responsiveness, and native real-time collaboration. Its AI integration, featuring 'Parallel Agents' and the 'Zeta2' edit prediction model, is deeply embedded rather than an afterthought, making it ideal for developers who demand a blazingly fast, minimalist environment where AI anticipates their next move and collaboration is seamless.

Conversely, Devin Desktop, a sophisticated fork of VS Code acquired by Cognition AI, leverages the familiarity and vast ecosystem of its foundation while making AI a first-class collaborator. It shines with its 'Agent Command Center,' 'Devin Local' for multi-step tasks, and 'Supercomplete' predictive tab completion. Devin Desktop is designed for developers who desire a feature-rich, AI-native environment that can manage complex, multi-file coding tasks with intelligent agents, offering a clear path from local development to cloud-based AI execution. Its backing by Cognition AI's broader Devin platform positions it strongly for the future of autonomous coding.

While both support the open Agent Client Protocol (ACP) for external AI models, their core differentiators lie in their architectural philosophy and target user experience. Zed appeals to those seeking peak performance, a lean editor, and deep native AI integration for individual and collaborative coding. Devin Desktop caters to developers who prefer the familiarity of VS Code combined with cutting-edge agentic AI capabilities for more complex, AI-driven workflows.

Frequently Asked Questions

QIs Zed truly faster than VS Code, and how does it achieve this?

Yes, Zed is designed to be fundamentally faster than VS Code. It achieves this by being built from scratch in Rust, a language known for performance and memory safety, and by using a custom GPU-accelerated UI framework (GPUI) instead of Electron or Chromium, which are used by VS Code and can be resource-intensive.

QHow do Zed's native AI features compare to Devin Desktop's agentic workflow?

Zed's native AI, with 'Parallel Agents' and the 'Zeta2' model, is deeply embedded to provide predictive edit suggestions and facilitate real-time collaboration. Devin Desktop's agentic workflow, powered by 'Devin Local' and the 'Agent Command Center,' focuses more on executing multi-step coding tasks autonomously and managing complex AI-driven projects, often with a clear path to cloud execution.

QCan I use my existing VS Code extensions in Devin Desktop?

As a fork of VS Code, Devin Desktop is designed to maintain a high degree of compatibility with the VS Code extension ecosystem. While specific compatibility may vary for certain extensions, many popular VS Code extensions are expected to function within Devin Desktop.

QWhat is the Agent Client Protocol (ACP) and why is it important?

The Agent Client Protocol (ACP) is an open standard co-developed by Zed and JetBrains. It allows code editors to connect to and interact with a wide range of external AI models and agents. This is important because it promotes interoperability, giving developers the flexibility to use their preferred AI tools within a compatible editor, rather than being locked into a single AI provider.

QWhich editor is better suited for large enterprise teams with strict compliance requirements?

Devin Desktop, particularly its Enterprise plan, is currently better suited for large enterprise teams with strict compliance needs. It offers features like SOC 2 Type II certification, SSO integration, audit logging, and a self-hosted inference option for HIPAA, FedRAMP, or CMMC compliance, which Zed's Business plan is still planning to fully implement.