20+ Tools Compared
The Vibe Coding Matrix
Find your perfect flow state match. Filter by tool type to narrow down your search.
| Feature / Tool | |||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Vibe Score | 9.5/10 | 9.5/10 | 9/10 | 9/10 | 8.5/10 | 8/10 | 9/10 | 9/10 | 9/10 | 8.5/10 | 8.5/10 | 8/10 | 9/10 | 9/10 | 9/10 | 9.5/10 | 8.5/10 | 8.5/10 | 8.5/10 | 8/10 | 9.5/10 | 9.5/10 | 10/10 | 9.5/10 | 8.5/10 |
| Pricing | |||||||||||||||||||||||||
| Pro Plan Cost | Free (Preview) | $20/mo | $15/mo | $19/mo | $20/mo (team) | $10/mo | $25/mo | $20/mo | $20/mo | $20/mo | $20/mo | $30/mo | $10/mo | Free | $12/mo | Credit-based | $12/mo | $19/mo | $10/mo | $15/mo | ~$20/mo | $20/mo | $20/mo | Free | Free |
| Core Vibe | |||||||||||||||||||||||||
| AI Autocomplete | Gemini | Claude + GPT-4o | Claude | Claude + local models | Local models + Claude/Gemini | GPT-4o + Claude | Gemini | Prompt-driven | Visual flow | Ghostwriter | Prompt-driven | Grok | Copilot | Any model | Custom + local LLMs | Frontier models (Claude/GPT) | Whole-line + function gen | Bedrock models | Inline agent suggestions | Review-driven completions | Full agent (Gemini) | Full agent | Full agent | Full agent | Full agent |
| Context Awareness | Whole project + Knowledge Base | Full codebase indexing | Deep cascading context | MCP + full repo graph | Project-wide | Project-wide | Full project | Full project | Full project | Project-wide | Component + project | DeepSearch + project-wide | Multi-file | Custom providers | Full repo indexing | Monorepo + MCP graph | Team-trained models | Project + AWS context | Debug-time indexing | PR + diff context | Entire repo (cloud VM) | Repo + real-time collab | Large token window | Git-aware + whole repo | Local system + MCP |
| Chat Experience | Built-in autonomous agent | Composer + side-by-side chat | Cascade Flow | Multimodal agent panels | Inline + panel | Natural language → code/refactor | Integrated agent | Conversational builder | Visual + chat hybrid | Agent + chat | Iterative prompt | Real-time collaborative interaction | Copilot Chat | Full-featured | Agentic chat panel | Shared workflows + subagents | Inline explanations | Security-focused chat | Autonomous loops | Agent feedback panel | Async PRs & diffs | Terminal/web/mobile | Terminal conversation | Terminal chat | Desktop/CLI |
| Agentic Capabilities | |||||||||||||||||||||||||
| Multi-file Edits | Cascade (fully autonomous) | Composer (agentic) | Cascade (agentic) | Partial | Partial | Replit Agent | Partial | Partial | Partial | Partial | |||||||||||||||
| Self-Correction | Partial | Auto-fix loops | Iterative | Partial | Partial | Partial | Partial | ||||||||||||||||||
| Terminal Control | Web terminal | Partial | Partial | Partial | |||||||||||||||||||||
| Dev Experience | |||||||||||||||||||||||||
| Setup Time | Instant (VS Code fork) | Instant (VS Code fork) | Instant (VS Code fork) | Fast local install | Very fast (Rust) | Fast | Zero | Zero | Zero | Zero | Zero | Zero | Extension | Extension | Extension install | Extension | Extension | Extension | Extension | Extension | npm install (CLI) or zero (web) | npm install (CLI) | pip install | pip install | Install |
| Local vs Cloud | Local | Local | Local | Local | Local | Local | Cloud | Cloud | Cloud | Cloud | Cloud | Cloud | Local | Local | Hybrid | Hybrid (self-host avail) | Self-hosted option | Cloud | Local | Cloud | Cloud VM (CLI trigger) | Hybrid (local/cloud) | Local CLI → cloud | Local | Local |
| Offline Support | Partial | Partial | |||||||||||||||||||||||
| Deployment | |||||||||||||||||||||||||
| One-click Deploy | |||||||||||||||||||||||||
| Hosting Included | Firebase | Netlify / Vercel | AWS options | ||||||||||||||||||||||
