Bito vs Pieces
Pieces uniquely has 3 features · Bito uniquely has 1 feature.
| Bito | Pieces | |
|---|---|---|
| Company | ||
| Founded | 2021 | 2021 |
| HQ | San Francisco, USA | Cincinnati, Ohio, USA |
| AI model | Claude Opus 4 and others (multi-model) | LTM-2 (Proprietary Long-Term Memory Engine) + multiple cloud/local LLM providers |
| User base | — | 150,000+ |
| Platforms | Web, Jira, Linear, Slack, MCP for Cursor, Claude Code, Codex, GitHub | Windows, macOS, Linux, Chrome Extension, VS Code, JetBrains, Obsidian, Neovim, Teams, Slack |
| Languages | 20+ | 25+ |
| Pricing | ||
| Free plan | Yes — free trial available | Yes |
| Free trial | Yes — free trial for AI Architect and AI Code Reviews | No - Free plan is permanent |
| Starting price | Contact us for pricing (Professional Plan) | Free Plan |
| Enterprise | Custom | — |
| All plans | ProfessionalContact usEnterpriseContact us | Pieces Pro$18.99/mo |
| Positioning | ||
| Best for | Engineering teams wanting AI-powered architectural context, code generation, and code reviews grounded in full codebase knowledge | Individual developers and engineering teams who want persistent, OS-level AI memory across all their tools |
| Differentiator | Bito's AI Architect builds a living knowledge graph across all repositories, code, commits, issues, and docs, grounding every phase of development from spec to PR in real system context, cutting token costs by 47% and boosting agent task success by 35% on SWE-Bench Pro. | 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 | GitHub Copilot, Cursor, Tabnine, CodeRabbit, Amazon CodeWhisperer | 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 | ✓ | ✓ |
| Integrations | ||
| API Access | ✓ | ✓ |
| Github Integration | ✓ | ✓ |
| Jetbrains Plugin | — | ✓ |
| Key Integrations | Jira, Linear, Slack, Confluence, Google Docs, Cursor, Claude Code, Codex, GitHub | VS Code, JetBrains, Chrome, Neovim, Obsidian, Slack, Microsoft Teams, GitHub Copilot, Claude, Cursor, Goose |
| Vscode Extension | — | ✓ |