CodeRabbit vs Galileo AI
CodeRabbit uniquely has 10 features.
| CodeRabbit | Galileo AI | |
|---|---|---|
| Company | ||
| Founded | 2023 | 2021 |
| HQ | San Francisco, USA | San Francisco, USA |
| AI model | Multiple (Claude, GPT-4 and others — Proprietary orchestration) | Proprietary (Luna models + LLM-as-judge) |
| User base | 15,000+ customers, 6M+ repositories | — |
| Platforms | Web, CLI, IDE (VS Code, JetBrains and others), GitHub, GitLab | Web, SaaS, VPC, On-Premises |
| Languages | 25+ | English only (platform UI) |
| Pricing | ||
| Free plan | Yes | Yes — Free tier with 5,000 traces/month, unlimited users, unlimited custom evals |
| Free trial | Yes — 14 days (Pro Plus features) | No — Free tier available indefinitely |
| Starting price | $24/mo per user (Pro plan, billed annually) | $0/mo — Free |
| Enterprise | Custom | Custom |
| All plans | Free$0/moPro$30/mo per user (annual)Pro Plus$60/mo per user (annual)EnterpriseCustomUsage-based Add-on (CLI/PR Credits)Pay per useCodeRabbit Agent for Slack$0.50/agent minute | Free$0/moPro$150/moEnterpriseCustom |
| Positioning | ||
| Best for | Engineering teams and developers seeking automated AI-powered code review on GitHub and GitLab | AI/ML engineers and developer teams building, evaluating, and monitoring LLM-powered applications and agents |
| Differentiator | CodeRabbit provides the most context-aware AI code reviews by combining codebase graph intelligence, 40+ linters/security scanners, linked issue context (Jira/Linear), MCP server integrations, and continuous learning from developer feedback — all accessible at PR, IDE, and CLI stages. | 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, Sourcegraph Cody, Amazon CodeWhisperer, Qodo (CodiumAI), Swimm, Bito | Langsmith, Arize AI, Weights & Biases, Helicone, Braintrust, Humanloop |
| 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 | GitHub, GitLab, Jira, Linear, Slack, MCP servers (Model Context Protocol), AWS Marketplace, GCP Marketplace, Claude/Anthropic Marketplace, CLI | NVIDIA NeMo, NVIDIA NIM, NeMo Guardrails, CrewAI, MongoDB, HP AI Studio, Cisco Outshift, MCP server |
| Vscode Extension | ✓ | — |