BLACKBOX AI vs Pieces
BLACKBOX AI uniquely has 2 features · Pieces uniquely has 1 feature.
| BLACKBOX AI | Pieces | |
|---|---|---|
| Company | ||
| Founded | 2022 | 2021 |
| HQ | San Francisco, USA | Cincinnati, Ohio, USA |
| AI model | Multi-model (Claude, Codex, Grok, Gemini, Blackbox native, 24+ models) | LTM-2 (Proprietary Long-Term Memory Engine) + multiple cloud/local LLM providers |
| User base | 30M+ | 150,000+ |
| Platforms | Web, VS Code, CLI, IDE (35+ IDEs), API | Windows, macOS, Linux, Chrome Extension, VS Code, JetBrains, Obsidian, Neovim, Teams, Slack |
| Languages | 50+ | 25+ |
| Pricing | ||
| Free plan | Yes | Yes |
| Free trial | Yes-unlimited | No - Free plan is permanent |
| Starting price | $10/mo (Pro) | Free Plan |
| Enterprise | Custom (contact sales) | — |
| All plans | Pro$10/moPro Plus$20/moPro Max$40/moEnterpriseCustom | Pieces Pro$18.99/mo |
| Positioning | ||
| Best for | Developers and engineering teams wanting encrypted multi-agent AI coding with fast inference | Individual developers and engineering teams who want persistent, OS-level AI memory across all their tools |
| Differentiator | End-to-end encrypted multi-agent inference layer with Chairman LLM evaluation that dispatches competing agents (Claude, Codex, Blackbox) in parallel and auto-ships the best result — benchmarked #1 in speed, latency, and price on the same model vs. 7 providers. | 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, Codeium, Tabnine, 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 | ✓ | ✓ |
| Test Generation | ✓ | — |
| Integrations | ||
| API Access | ✓ | ✓ |
| Github Integration | ✓ | ✓ |
| Jetbrains Plugin | — | ✓ |
| Key Integrations | Claude Code, Codex (OpenAI), Gemini (Google), Goose (Block), GitHub Copilot, Cursor, Windsurf (Codeium), Amp (Sourcegraph), Cline, Opencode, Droid, Slack, Figma (Figma to Code in Pro Max) | VS Code, JetBrains, Chrome, Neovim, Obsidian, Slack, Microsoft Teams, GitHub Copilot, Claude, Cursor, Goose |
| Vscode Extension | ✓ | ✓ |