Galileo AI vs Windsurf.dev
Windsurf.dev uniquely has 10 features · Galileo AI uniquely has 2 features.
| Galileo AI | Windsurf.dev | |
|---|---|---|
| Company | ||
| Founded | 2021 | 2022 |
| HQ | San Francisco, USA | Mountain View, CA, USA |
| AI model | Proprietary (Luna models + LLM-as-judge) | Cascade (proprietary, powered by Claude/GPT-4 class models) |
| User base | — | 500K+ |
| Platforms | Web, SaaS, VPC, On-Premises | Web, Windows, macOS, Linux (Windsurf IDE desktop app) |
| Languages | English only (platform UI) | 25+ |
| Pricing | ||
| Free plan | Yes — Free tier with 5,000 traces/month, unlimited users, unlimited custom evals | Yes |
| Free trial | No — Free tier available indefinitely | — |
| Starting price | $0/mo — Free | Free |
| Enterprise | Custom | Custom |
| All plans | Free$0/moPro$150/moEnterpriseCustom | FreeFreePro$20/moMax$200/moTeams$60/mo per userEnterpriseCustom |
| Positioning | ||
| Best for | AI/ML engineers and developer teams building, evaluating, and monitoring LLM-powered applications and agents | Developers seeking AI-powered full-stack code generation, refactoring, and workflow automation within an intelligent IDE |
| 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. | Windsurf features Cascade, an agentic AI engine with deep multi-file context awareness that can autonomously plan and execute complex coding tasks across an entire codebase rather than just completing single lines or snippets. |
| Competitors | Langsmith, Arize AI, Weights & Biases, Helicone, Braintrust, Humanloop | GitHub Copilot, Cursor, Codeium, Tabnine, Amazon Q Developer |
| 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, Node.js, Next.js, React, Tailwind CSS, Jest, Socket.io, REST APIs, Storybook |
| Vscode Extension | — | ✓ |