Galileo AI vs Greptile
Greptile uniquely has 6 features.
| Galileo AI | Greptile | |
|---|---|---|
| Company | ||
| Founded | 2021 | 2023 |
| HQ | San Francisco, USA | San Francisco, USA |
| AI model | Proprietary (Luna models + LLM-as-judge) | Proprietary (multi-LLM swarm agents) |
| User base | — | 9,000+ teams |
| Platforms | Web, SaaS, VPC, On-Premises | Web, GitHub, GitLab, IDE integrations, MCP, API |
| Languages | English only (platform UI) | Python, JavaScript, TypeScript, Go, Elixir, Java, C, C++, C#, Swift, PHP, Rust, and most others |
| Pricing | ||
| Free plan | Yes — Free tier with 5,000 traces/month, unlimited users, unlimited custom evals | Yes |
| Free trial | No — Free tier available indefinitely | Yes — 14-day free trial |
| Starting price | $0/mo — Free | Free (Starter) |
| Enterprise | Custom | Custom |
| All plans | Free$0/moPro$150/moEnterpriseCustom | StarterFreePro$30/seat/moEnterpriseCustom pricing |
| Positioning | ||
| Best for | AI/ML engineers and developer teams building, evaluating, and monitoring LLM-powered applications and agents | Engineering teams and individual developers who want AI-powered pull request code review with deep codebase context |
| Differentiator | 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. | Greptile builds a graph index of your entire codebase and uses a swarm of parallel agents to review PRs with full cross-file context, catching complex multi-file logical bugs that human reviewers and simpler diff-only tools miss. |
| Competitors | Langsmith, Arize AI, Weights & Biases, Helicone, Braintrust, Humanloop | CodeRabbit, BugBot, GitHub Copilot, Cursor, Sourcegraph |
| Features | ||
| 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 | NVIDIA NeMo, NVIDIA NIM, NeMo Guardrails, CrewAI, MongoDB, HP AI Studio, Cisco Outshift, MCP server | GitHub, GitLab, Claude Code, Cursor, Codex, Devin, Greptile MCP, Zapier, SSO/SAML (Enterprise) |