GitHub vs Pieces
GitHub uniquely has 2 features.
| GitHub | Pieces | |
|---|---|---|
| Company | ||
| Founded | 2021 | 2021 |
| HQ | San Francisco, USA | Cincinnati, Ohio, USA |
| AI model | GPT-4o, Claude Haiku 4.5, and others (multi-model) | LTM-2 (Proprietary Long-Term Memory Engine) + multiple cloud/local LLM providers |
| User base | 1M+ (GitHub reports 1M+ Copilot subscribers) | 150,000+ |
| Platforms | Web, VS Code, Visual Studio, Xcode, JetBrains IDEs, Neovim, Azure Data Studio, Eclipse, Raycast | Windows, macOS, Linux, Chrome Extension, VS Code, JetBrains, Obsidian, Neovim, Teams, Slack |
| Languages | English (interface); 25+ programming languages supported | 25+ |
| Pricing | ||
| Free plan | Yes — up to 2,000 completions/month on free tier | Yes |
| Free trial | Yes — 30-day free trial for GitHub Enterprise including Copilot | No - Free plan is permanent |
| Starting price | Free (GitHub Copilot Free tier with 2,000 completions/month) | Free Plan |
| Enterprise | Starting at $21/user/month (Enterprise plan) | — |
| All plans | Pro$10/moPro+$39/moMax$100/mo | Pieces Pro$18.99/mo |
| Positioning | ||
| Best for | Individual developers, teams, and enterprises seeking AI-powered code generation and assistance inside their existing IDEs | Individual developers and engineering teams who want persistent, OS-level AI memory across all their tools |
| Differentiator | Natively integrated into the world's largest code repository platform (GitHub), offering AI assistance across the full dev lifecycle — from code completion to security scanning — with multi-model support including GPT-4o and Claude. | 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 |
| Competitors | Cursor, Tabnine, Amazon CodeWhisperer, Codeium, JetBrains AI Assistant | GitHub Copilot, Cursor, Codeium, Continue.dev, Mem.ai, Rewind.ai |
| Features | ||
| Cli Support | ✓ | ✓ |
| Code Completion | ✓ | ✓ |
| Code Generation | ✓ | ✓ |
| Code Review | ✓ | ✓ |
| Codebase Indexing | ✓ | ✓ |
| Debugging | ✓ | ✓ |
| Git Integration | ✓ | ✓ |
| IDE Plugins | ✓ | ✓ |
| Multi Language Support | ✓ | ✓ |
| Refactoring | ✓ | ✓ |
| Security Scanning | ✓ | — |
| Self Hosted Option | ✓ | ✓ |
| Team Features | ✓ | ✓ |
| Test Generation | ✓ | — |
| Integrations | ||
| API Access | ✓ | ✓ |
| Github Integration | ✓ | ✓ |
| Gitlab Integration | ✕ | — |
| Jetbrains Plugin | ✓ | ✓ |
| Key Integrations | VS Code, Visual Studio, JetBrains IDEs, Xcode, Neovim, Azure Data Studio, Eclipse, Raycast, GitHub Actions, Dependabot, GitHub Models | VS Code, JetBrains, Chrome, Neovim, Obsidian, Slack, Microsoft Teams, GitHub Copilot, Claude, Cursor, Goose |
| Vscode Extension | ✓ | ✓ |