Galileo AI vs Zed
Zed uniquely has 14 features · Galileo AI uniquely has 3 features.
| Galileo AI | Zed | |
|---|---|---|
| Company | ||
| Founded | 2021 | 2021 |
| HQ | San Francisco, USA | San Francisco, USA |
| AI model | Proprietary (Luna models + LLM-as-judge) | Claude (Anthropic), GPT (OpenAI), Gemini (Google), DeepSeek, and others via bring-your-own-key |
| Platforms | Web, SaaS, VPC, On-Premises | macOS |
| Languages | English only (platform UI) | Most major programming languages via LSP and extensions |
| Pricing | ||
| Pricing model | — | Freemium |
| Free plan | Yes — Free tier with 5,000 traces/month, unlimited users, unlimited custom evals | Yes |
| Free trial | No — Free tier available indefinitely | Yes |
| Starting price | $0/mo — Free | $0/mo |
| Enterprise | Custom | Custom — order forms available at 25+ seats (contact sales@zed.dev) |
| All plans | Free$0/moPro$150/moEnterpriseCustom | PersonalFreePro$10/moBusiness$30/seat/mo |
| Positioning | ||
| Best for | AI/ML engineers and developer teams building, evaluating, and monitoring LLM-powered applications and agents | Developers seeking a fast, AI-powered collaborative code editor |
| 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. | Next-generation code editor with built-in AI edit predictions and real-time collaboration |
| Competitors | Langsmith, Arize AI, Weights & Biases, Helicone, Braintrust, Humanloop | VS Code, Cursor, Neovim, JetBrains IDEs, Windsurf |
| Features | ||
| Data Governance Controls | — | ✓ |
| External Agent Support (Claude, Codex Cli) | — | ✓ |
| Org Wide AI Model Policies | — | ✓ |
| Role Based Access Controls | — | ✓ |
| Unlimited Edit Predictions (Pro+) | — | ✓ |
| Usage Based Billing | — | ✓ |
| 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 | — | ✓ |
| Jetbrains Plugin | ✕ | ✕ |
| Key Integrations | NVIDIA NeMo, NVIDIA NIM, NeMo Guardrails, CrewAI, MongoDB, HP AI Studio, Cisco Outshift, MCP server | Anthropic Claude, OpenAI GPT, Google Gemini, Amazon Bedrock, DeepSeek, GitHub Copilot, LM Studio, Mistral, Ollama, OpenRouter, Vercel, Codex CLI, Claude Agent |
| Vscode Extension | — | ✕ |