Pieces vs Windsurf.dev
Pieces uniquely has 2 features · Windsurf.dev uniquely has 2 features.
| Pieces | Windsurf.dev | |
|---|---|---|
| Company | ||
| Founded | 2021 | 2022 |
| HQ | Cincinnati, Ohio, USA | Mountain View, CA, USA |
| AI model | LTM-2 (Proprietary Long-Term Memory Engine) + multiple cloud/local LLM providers | Cascade (proprietary, powered by Claude/GPT-4 class models) |
| User base | 150,000+ | 500K+ |
| Platforms | Windows, macOS, Linux, Chrome Extension, VS Code, JetBrains, Obsidian, Neovim, Teams, Slack | Web, Windows, macOS, Linux (Windsurf IDE desktop app) |
| Languages | 25+ | 25+ |
| Pricing | ||
| Free plan | Yes | Yes |
| Free trial | No - Free plan is permanent | — |
| Starting price | Free Plan | Free |
| Enterprise | — | Custom |
| All plans | Pieces Pro$18.99/mo | FreeFreePro$20/moMax$200/moTeams$60/mo per userEnterpriseCustom |
| Positioning | ||
| Best for | Individual developers and engineering teams who want persistent, OS-level AI memory across all their tools | Developers seeking AI-powered full-stack code generation, refactoring, and workflow automation within an intelligent IDE |
| Differentiator | OS-level long-term memory engine (LTM-2) that passively captures everything a developer works on across all apps, giving LLMs persistent personal context without manual effort | Windsurf features Cascade, an agentic AI engine with deep multi-file context awareness that can autonomously plan and execute complex coding tasks across an entire codebase rather than just completing single lines or snippets. |
| Competitors | GitHub Copilot, Cursor, Codeium, Continue.dev, Mem.ai, Rewind.ai | GitHub Copilot, Cursor, Codeium, Tabnine, Amazon Q Developer |
| Features | ||
| Cli Support | ✓ | ✓ |
| Code Completion | ✓ | ✓ |
| Code Generation | ✓ | ✓ |
| Code Review | ✓ | ✓ |
| Codebase Indexing | ✓ | ✓ |
| Debugging | ✓ | ✓ |
| Git Integration | ✓ | ✓ |
| IDE Plugins | ✓ | ✓ |
| Multi Language Support | ✓ | ✓ |
| Refactoring | ✓ | ✓ |
| Self Hosted Option | ✓ | ✓ |
| Team Features | ✓ | ✓ |
| Test Generation | — | ✓ |
| Integrations | ||
| API Access | ✓ | — |
| Github Integration | ✓ | ✓ |
| Gitlab Integration | — | ✓ |
| Jetbrains Plugin | ✓ | — |
| Key Integrations | VS Code, JetBrains, Chrome, Neovim, Obsidian, Slack, Microsoft Teams, GitHub Copilot, Claude, Cursor, Goose | GitHub, GitLab, Node.js, Next.js, React, Tailwind CSS, Jest, Socket.io, REST APIs, Storybook |
| Vscode Extension | ✓ | ✓ |