AWS vs Galileo AI
AWS uniquely has 17 features · Galileo AI uniquely has 1 feature.
| AWS | Galileo AI | |
|---|---|---|
| Company | ||
| Founded | 2023 | 2021 |
| HQ | Seattle, USA | San Francisco, USA |
| AI model | Claude | Proprietary (Luna models + LLM-as-judge) |
| Platforms | IDE, CLI | Web, SaaS, VPC, On-Premises |
| Languages | 25+ | English only (platform UI) |
| Pricing | ||
| Pricing model | Freemium | — |
| Free plan | Yes | Yes — Free tier with 5,000 traces/month, unlimited users, unlimited custom evals |
| Free trial | No | No — Free tier available indefinitely |
| Starting price | $0/mo | $0/mo — Free |
| Enterprise | Custom | Custom |
| All plans | Free TierFreePro Tier$19/mo | Free$0/moPro$150/moEnterpriseCustom |
| Positioning | ||
| Best for | Software developers, business analysts, and enterprise teams building on or managing AWS infrastructure | AI/ML engineers and developer teams building, evaluating, and monitoring LLM-powered applications and agents |
| 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. | Galileo uniquely distills expensive LLM-as-judge evaluators into compact Luna models that run as low-latency, low-cost production guardrails — turning offline evals directly into real-time safety controls at 96% lower cost. |
| Competitors | GitHub Copilot, Google Gemini Code Assist, Cursor, Tabnine, Microsoft Azure AI | Langsmith, Arize AI, Weights & Biases, Helicone, Braintrust, Humanloop |
| 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 | NVIDIA NeMo, NVIDIA NIM, NeMo Guardrails, CrewAI, MongoDB, HP AI Studio, Cisco Outshift, MCP server |
| Vscode Extension | ✓ | — |