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Compare AI Coding Tools
Comparing 4 tools side by side
| Comparison |  Anthropic's frontier reasoning model: 80.9% SWE-bench record, 1M token beta context, and adaptive thinking |  Open-source, model-agnostic AI coding assistant for VS Code and JetBrains |  AI pair programmer built into GitHub and popular IDEs |  Docs platform with AI assist, portals, and SSO for teams |
|---|---|---|---|---|
| Category | AI Model | VS Code Extension | VS Code Extension | Specialized Tool |
| Pricing | API on-demand: $5 per 1M input tokens; $25 per 1M output tokens | Free (Open Source): $0 | Free: $0/month Pro: $10/month Pro+: $39/month Business: $19/user/month Enterprise: $39/user/month | Free: $0 Pro: Not publicly listed Enterprise: Custom |
| AI Models | claude-opus-4-6 | Any LLM via APIOpenAIAnthropicGeminiLocal (Ollama/LM Studio)+1 more | GitHub-managed frontier model routingOpenAI model families (plan and feature dependent)Anthropic model families including Opus/Sonnet tiers on supported plansAdditional premium model options on paid plans | Vendor-managed (not disclosed) |
| Context Window | 200,000 tokens (1M beta) | Depends on chosen model | Context-aware suggestions based on open files, tabs, and indexed repositories; token limits not publicly documented | Docs/code context |
| Capabilities | Code Completion Code Generation Code Review Debugging Refactoring Testing Documentation Chat Agentic Mode Multi File | Code Completion Code Generation Code Review Debugging Refactoring Testing Documentation Chat Multi File | Code Completion Code Generation Code Review Debugging Refactoring Testing Documentation Chat Multi File | Documentation Chat Agentic Mode |
| Platforms | APIWebDesktopiOSAndroid | macOSLinuxWindows | macOSLinuxWindowsWeb | Web |
| Languages | Any (via API) | All languages supported by chosen model | JavaScriptTypeScriptPythonJavaC++C#+7 more | All languages |
| Open Source | No | Yes | No | No |
| GitHub Stars | N/A | 30,200Most | N/A | 142 |
| Users | N/A | N/A | Not disclosed | N/A |
| Rating | N/A | N/A | N/A | N/A |
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