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Claude Code70 / 100
Replit 55Gemini CLI 49Windsurf 49
| Capability | Claude Code | Codex | Gemini CLI | Lovable | Replit | v0 | Windsurf |
|---|---|---|---|---|---|---|---|
| Code Generation | |||||||
| Iterative refinement | ✓5/5 | ✓4/5 | ✓4/5 | ✓4/5 | ✓4/5 | ✓5/5 | ✓4/5 |
| Single file generation | ✓5/5 | ✓4/5 | ✓4/5 | ✓4/5 | ✓4/5 | ✓5/5 | ✓4/5 |
| Multi-file generation | ✓5/5 | ✓4/5 | ✓4/5 | ✓4/5 | ✓4/5 | ✓4/5 | ✓4/5 |
| Full project scaffolding | ✓4/5 | ✓3/5 | ✓3/5 | ✓5/5 | ✓4/5 | ✓4/5 | ✓3/5 |
| Collaboration | |||||||
| Human review workflow | ✓4/5 | ✓3/5 | ✓3/5 | ✓3/5 | ✓3/5 | ✓3/5 | ✓3/5 |
| Team/shared context | ✗1/5 | ✗1/5 | ✗1/5 | ✓3/5 | ✓5/5 | ✓3/5 | ✓2/5 |
| Agent-to-agent coordination | ✓4/5 | ✗1/5 | ✗1/5 | ✗1/5 | ✗1/5 | ✗1/5 | ✗1/5 |
| Real-time pair programming | ✗1/5 | ✗1/5 | ✗1/5 | ✗1/5 | ✓5/5 | ✗1/5 | ✗1/5 |
| Context & Understanding | |||||||
| Documentation ingestion | ✓4/5 | ✓3/5 | ✓3/5 | ✗1/5 | ✗1/5 | ✗1/5 | ✓3/5 |
| Codebase-wide context | ✓5/5 | ✓4/5 | ✓4/5 | ✓3/5 | ✓3/5 | ✗1/5 | ✓4/5 |
| File-level context | ✓5/5 | ✓4/5 | ✓4/5 | ✓4/5 | ✓4/5 | ✓4/5 | ✓4/5 |
| Conversation memory | ✓4/5 | ✓3/5 | ✓3/5 | ✓4/5 | ✓3/5 | ✓4/5 | ✓4/5 |
| Deployment | |||||||
| Infrastructure provisioning | ✗1/5 | ✗1/5 | ✗1/5 | ✓3/5 | ✓3/5 | ✗1/5 | ✗1/5 |
| One-click deploy | ✗1/5 | ✗1/5 | ✗1/5 | ✓5/5 | ✓5/5 | ✓5/5 | ✗1/5 |
| Preview environments | ✗1/5 | ✗1/5 | ✗1/5 | ✓4/5 | ✓4/5 | ✓5/5 | ✗1/5 |
| CI/CD integration | ✓3/5 | ✓2/5 | ✓2/5 | ✓3/5 | ✓3/5 | ✓4/5 | ✓2/5 |
| Editing | |||||||
| Diff-based editing | ✓5/5 | ✓3/5 | ✓4/5 | ✓3/5 | ✓3/5 | ✓4/5 | ✓4/5 |
| Refactoring support | ✓4/5 | ✓3/5 | ✓3/5 | ✓3/5 | ✓3/5 | ✓3/5 | ✓4/5 |
| Inline code editing | ✓5/5 | ✓4/5 | ✓4/5 | ✓4/5 | ✓4/5 | ✓4/5 | ✓4/5 |
| Multi-file coordinated edits | ✓5/5 | ✓3/5 | ✓3/5 | ✓4/5 | ✓3/5 | ✓4/5 | ✓4/5 |
| Platform | |||||||
| Web-based | ✗1/5 | ✗1/5 | ✗1/5 | ✓5/5 | ✓5/5 | ✓5/5 | ✗1/5 |
| CLI | ✓5/5 | ✓4/5 | ✓4/5 | ✗1/5 | ✗1/5 | ✗1/5 | ✗1/5 |
| IDE extension | ✓4/5 | ✗1/5 | ✗1/5 | ✗1/5 | ✗1/5 | ✗1/5 | ✓4/5 |
| API access | ✓5/5 | ✓4/5 | ✓4/5 | ✗1/5 | ✓3/5 | ✓3/5 | ✗1/5 |
| Self-hostable | ✗1/5 | ✗1/5 | ✗1/5 | ✗1/5 | ✗1/5 | ✗1/5 | ✗1/5 |
| Tool Integration | |||||||
| Terminal/shell access | ✓5/5 | ✓4/5 | ✓4/5 | ✗1/5 | ✓5/5 | ✗1/5 | ✓4/5 |
| Git integration | ✓5/5 | ✓3/5 | ✓3/5 | ✓4/5 | ✓3/5 | ✓3/5 | ✓4/5 |
| Browser/web access | ✓4/5 | ✓3/5 | ✓3/5 | ✗1/5 | ✗1/5 | ✗1/5 | ✓3/5 |
| External tool calling | ✓5/5 | ✓3/5 | ✓4/5 | ✗1/5 | ✗1/5 | ✗1/5 | ✓3/5 |
| MCP support | ✓5/5 | ✗1/5 | ✓3/5 | ✗1/5 | ✗1/5 | ✗1/5 | ✓3/5 |