AWS vs Pieces
AWS uniquely has 9 features · Pieces uniquely has 1 feature.
| AWS | Pieces | |
|---|---|---|
| Company | ||
| Founded | 2023 | 2021 |
| HQ | Seattle, USA | Cincinnati, Ohio, USA |
| AI model | Claude | LTM-2 (Proprietary Long-Term Memory Engine) + multiple cloud/local LLM providers |
| User base | — | 150,000+ |
| Platforms | IDE, CLI | Windows, macOS, Linux, Chrome Extension, VS Code, JetBrains, Obsidian, Neovim, Teams, Slack |
| Languages | 25+ | 25+ |
| Pricing | ||
| Pricing model | Freemium | — |
| Free plan | Yes | Yes |
| Free trial | No | No - Free plan is permanent |
| Starting price | $0/mo | Free Plan |
| Enterprise | Custom | — |
| All plans | Free TierFreePro Tier$19/mo | Pieces Pro$18.99/mo |
| Positioning | ||
| Best for | Software developers, business analysts, and enterprise teams building on or managing AWS infrastructure | Individual developers and engineering teams who want persistent, OS-level AI memory across all their tools |
| Differentiator | Amazon Q is deeply integrated across the entire AWS ecosystem, offering specialized assistants for developers, business intelligence, contact centers, and supply chain — all with enterprise-grade security and permission-aware responses tied to existing identity and access controls. | 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, Google Gemini Code Assist, Cursor, Tabnine, Microsoft Azure AI | GitHub Copilot, Cursor, Codeium, Continue.dev, Mem.ai, Rewind.ai |
| Features | ||
| .Net App Transformation | ✓ | — |
| Admin Dashboards and Controls | ✓ | — |
| Agentic Requests | ✓ | — |
| Ip Indemnity | ✓ | — |
| Identity Center Support | ✓ | — |
| Java App Transformation | ✓ | — |
| 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 | Atlassian, Gmail, Microsoft Exchange, Salesforce, ServiceNow, Slack, Amazon S3, Amazon QuickSight, Amazon Connect, AWS Supply Chain, 50+ business connectors | VS Code, JetBrains, Chrome, Neovim, Obsidian, Slack, Microsoft Teams, GitHub Copilot, Claude, Cursor, Goose |
| Vscode Extension | ✓ | ✓ |