| Product type | AI-native IDE (VS Code fork) | Context engineering platform and configuration layer |
| Coding support | Best-in-class — inline autocomplete, Cascade agentic mode, codebase indexing | Via Claude Code with role-specific coding configurations |
| Non-coding workflows | None — editor-only, developer-only | Full coverage — analyst, lawyer, marketer, ops, finance, 20+ roles |
| Model compatibility | Codeium models + Claude, GPT-4o | Claude Code native — works with all Claude tiers |
| Context persistence | Session-based — resets on each new chat window | Persistent across all Claude Code sessions via CLAUDE.md configurations |
| Team consistency tooling | None — no admin dashboard or consistency scoring | Per-member AI quality scores, admin usage analytics |
| Pricing | Free (unlimited) · $15 Pro · $60/mo Teams | $49 Standard · $99 Pro · $249/mo Enterprise flat |
| Workflow depth | General coding assistant, limited customization | Role-specific decision rules, output formats, compliance guardrails |
| Customization | No structured configuration layer | Full CLAUDE.md: your terminology, your standards, your constraints |
| Best for | Individual developers wanting AI in the editor with a free tier | Teams of 5–50 using Claude Code who need consistent, validated AI across all roles |