Galileo AI vs Sourcegraph
Sourcegraph uniquely has 11 features · Galileo AI uniquely has 1 feature.
| Galileo AI | Sourcegraph | |
|---|---|---|
| Company | ||
| Founded | 2021 | 2013 |
| HQ | San Francisco, USA | San Francisco, USA |
| AI model | Proprietary (Luna models + LLM-as-judge) | Multiple (Claude, GPT-4, and others via MCP) |
| User base | — | 200+ enterprise engineering teams |
| Platforms | Web, SaaS, VPC, On-Premises | Web, CLI, IDE extensions, MCP Server |
| Languages | English only (platform UI) | All major coding languages (25+) |
| Pricing | ||
| Free plan | Yes — Free tier with 5,000 traces/month, unlimited users, unlimited custom evals | No |
| Free trial | No — Free tier available indefinitely | — |
| Starting price | $0/mo — Free | $16K/yr (Enterprise) |
| Enterprise | Custom | Starting at $16,000/yr |
| All plans | Free$0/moPro$150/moEnterpriseCustom | EnterpriseNot publicly stated |
| Positioning | ||
| Best for | AI/ML engineers and developer teams building, evaluating, and monitoring LLM-powered applications and agents | Enterprise engineering teams managing large, complex, multi-repository codebases |
| 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. | Provides complete, SCIP-powered codebase indexing across thousands of repositories to give AI agents and humans exhaustive, deterministic context for accurate large-scale code changes — beyond what any single-repo or partial-context tool can offer |
| Competitors | Langsmith, Arize AI, Weights & Biases, Helicone, Braintrust, Humanloop | GitHub Copilot, Cursor, JetBrains AI, Tabnine, Codeium |
| 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 | NVIDIA NeMo, NVIDIA NIM, NeMo Guardrails, CrewAI, MongoDB, HP AI Studio, Cisco Outshift, MCP server | GitHub, GitLab, Bitbucket, Slack, PagerDuty, Email, Jira, Webhook, Claude Code, Cursor, Codex, Amp, MCP Server |
| Vscode Extension | — | ✓ |