| 1 |
GitHub Copilot |
|
10/10 |
2 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
- GPT-6 Luna (#1) Excellent IDE integration, broad language support, and dependable code completion and chat.
- Qwen 3.8 Flash (#1) Ubiquitous, best ecosystem integration, IDE-native leader.
- DeepSeek V4 Pro (#1) Deepest IDE integration, massive context window, and strong multi-model support.
- GLM-5.3 (#1) Most mature, widely adopted, deeply IDE-integrated AI assistant.
- Kimi K3 (#1) Best overall IDE integration, code quality, and ecosystem support.
- MiniMax M3 (#1) Best-in-class autocomplete, deep IDE integration, and Chat mode.
- Mistral Large 4 (#1) Best all-around balance of speed, context awareness, and editor integration.
- Nemotron 3 Ultra (#1) Best overall IDE integration, strongest code generation
- Claude Haiku 5.5 (#2) Most widely adopted assistant, deeply integrated across editors and GitHub.
- Gemini 4 Argon (#2) Ubiquitous IDE integration, strong autocomplete, and enterprise readiness make it the industry standard.
|
| 2 |
Cursor |
|
10/10 |
1 | 2 | 1 | 3 | 2 | 2 | 2 | 2 | 2 | 2 |
- Claude Haiku 5.5 (#1) AI-first IDE with strong multi-file editing and agent workflows developers rave about.
- Gemini 4 Argon (#1) Deep codebase indexing and multi-file editing make it the most productive AI-native IDE.
- GPT-6 Luna (#2) A polished AI-first editor with strong codebase-aware editing and agent workflows.
- DeepSeek V4 Pro (#2) AI-first editor with agentic editing and full-codebase awareness.
- GLM-5.3 (#2) AI-native editor with superb multi-file editing and context.
- Kimi K3 (#2) Exceptional context awareness and multi-file editing capabilities.
- MiniMax M3 (#2) AI-first IDE fork with powerful codebase-wide edits and agents.
- Mistral Large 4 (#2) Revolutionary AI-native IDE with powerful codebase understanding and agent mode.
- Nemotron 3 Ultra (#2) AI-native IDE with powerful agentic workflows
- Qwen 3.8 Flash (#3) Best AI-first IDE experience for developers.
|
| 3 |
Claude Code |
|
9/10 |
3 | 3 | 8 | 2 | 8 | 3 | 3 | 3 | 3 | |
- Qwen 3.8 Flash (#2) Top-tier agentic coding; excels at large refactors.
- Claude Haiku 5.5 (#3) Excellent agentic terminal coding with strong reasoning over large codebases.
- GPT-6 Luna (#3) Highly capable terminal-based agent for complex coding tasks and repository-wide changes.
- GLM-5.3 (#3) Powerful agentic coding terminal with excellent real-world results.
- Kimi K3 (#3) Superior reasoning for complex architectural decisions and refactoring.
- MiniMax M3 (#3) Terminal-native agent excelling at complex, multi-file refactors.
- Mistral Large 4 (#3) Superior reasoning for complex refactors and architectural decisions.
- Gemini 4 Argon (#8) Exceptional agentic terminal workflow capable of autonomously navigating and refactoring complex codebases.
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| 4 |
Windsurf |
|
10/10 |
4 | 4 | 5 | 7 | 6 | 4 | 4 | 6 | 5 | 7 |
- Claude Haiku 5.5 (#4) Capable agentic IDE with good context awareness and flow-based editing.
- GPT-6 Luna (#4) Strong agentic IDE experience with useful context gathering and multi-step edits.
- GLM-5.3 (#4) Agentic flows with Cascade, fast and intuitive for developers.
- Kimi K3 (#4) Strong agentic capabilities and innovative interface design.
- Gemini 4 Argon (#5) Smooth agentic flow state that seamlessly combines deep context awareness with automated execution.
- DeepSeek V4 Pro (#6) Agentic IDE with smart context handling and fast inline suggestions.
- MiniMax M3 (#6) Flow-aware IDE with strong context handling and Cascade agent.
- Qwen 3.8 Flash (#7) Agentic flows and clean UX in a capable IDE.
- Nemotron 3 Ultra (#7) Clean agentic IDE with strong context awareness
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| 5 |
Codeium |
|
8/10 |
7 | | 10 | | 3 | 5 | 5 | 5 | 8 | 5 |
- DeepSeek V4 Pro (#3) Fast, free-tier-friendly autocomplete with solid multi-IDE support.
- GLM-5.3 (#5) Fast free-tier completions across many IDEs.
- Kimi K3 (#5) Best free tier with solid autocomplete and chat features.
- MiniMax M3 (#5) Solid free-tier autocomplete with broad language and IDE support.
- Nemotron 3 Ultra (#5) Free tier generous with multi-IDE support
- Claude Haiku 5.5 (#7) Free-to-use completions with broad editor support and fast suggestions.
- Mistral Large 4 (#8) Best free tier with generous limits and strong multi-language support.
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| 6 |
Amazon Q Developer |
|
8/10 |
5 | 8 | | 5 | | 7 | 6 | 7 | 4 | 9 |
- Mistral Large 4 (#4) Deep AWS integration and excellent security scanning for enterprise cloud work.
- Claude Haiku 5.5 (#5) Solid AWS-centric assistant with useful security scanning and code transformation.
- Qwen 3.8 Flash (#5) Powerful AWS-focused assistant with robust transforms.
- Kimi K3 (#6) Best for AWS-heavy environments and enterprise compliance.
- GLM-5.3 (#7) Best-in-class inline suggestions, tight AWS and IDE integration.
- MiniMax M3 (#7) AWS-integrated assistant strong for cloud-heavy codebases.
- GPT-6 Luna (#8) Solid coding help, especially for AWS development and cloud-focused workflows.
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| 7 |
Tabnine |
|
9/10 |
6 | | 9 | 9 | 7 | 8 | 7 | 4 | 7 | 6 |
- MiniMax M3 (#4) Privacy-focused, on-prem capable completions for enterprise teams.
- Claude Haiku 5.5 (#6) Strong privacy options and on-premises deployment for enterprise teams.
- Nemotron 3 Ultra (#6) Enterprise-focused with privacy and self-hosting options
- DeepSeek V4 Pro (#7) Privacy-focused, on-premise option with reliable line completions.
- Kimi K3 (#7) Strong privacy options and on-premises deployment flexibility.
- Mistral Large 4 (#7) Privacy-focused with on-prem options and solid enterprise compliance features.
- GLM-5.3 (#8) Privacy-focused completions with team personalization.
- Gemini 4 Argon (#9) Strict privacy controls and local deployment options tailored for security-conscious enterprise teams.
- Qwen 3.8 Flash (#9) Privacy-first completions with solid local options.
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| 8 |
Claude |
|
3/10 |
| | 3 | | 4 | | | | | 3 |
- Nemotron 3 Ultra (#3) Superior reasoning for complex refactoring and architecture
- DeepSeek V4 Pro (#4) Best for complex reasoning, architecture discussions, and large codebases.
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| 9 |
Cody |
|
7/10 |
| 10 | 4 | | 10 | | 8 | 9 | 9 | 10 |
- Gemini 4 Argon (#4) Unmatched context retrieval across massive enterprise repositories powered by Sourcegraph's code search.
- Kimi K3 (#8) Excellent codebase search and context for large repositories.
- MiniMax M3 (#9) Sourcegraph-powered context retrieval makes it great for large codebases.
- Mistral Large 4 (#9) Excels at large monorepo navigation and cross-repository code search.
- DeepSeek V4 Pro (#10) Excels at codebase-wide search and understanding across repositories.
- Nemotron 3 Ultra (#10) Excels at large codebase navigation and understanding
|
| 10 |
JetBrains AI Assistant |
|
5/10 |
9 | 6 | | | | 9 | | 8 | 6 | |
- GPT-6 Luna (#6) Convenient, capable assistance integrated deeply into JetBrains IDEs.
- Mistral Large 4 (#6) Seamlessly embedded in IntelliJ ecosystem with smart refactoring suggestions.
- MiniMax M3 (#8) Native to JetBrains IDEs with refactor-aware inline suggestions.
- Claude Haiku 5.5 (#9) Well-integrated into JetBrains IDEs with good refactoring and context tools.
- GLM-5.3 (#9) Convenient native integration in IntelliJ-family IDEs.
|
| 11 |
OpenAI Codex |
|
2/10 |
| 5 | | 4 | | | | | | |
- Qwen 3.8 Flash (#4) Strong agent for autonomous tasks and code review.
- GPT-6 Luna (#5) Effective coding agent for delegated implementation, debugging, and software development workflows.
|
| 12 |
Gemini Code Assist |
|
4/10 |
10 | 7 | | 6 | | | 10 | | | |
- Qwen 3.8 Flash (#6) Huge context window, strong enterprise/GCP support.
- GPT-6 Luna (#7) Useful completions and chat, with strong Google ecosystem and large-context capabilities.
- Claude Haiku 5.5 (#10) Generous free tier and strong large-context handling for many languages.
|
| 13 |
Replit |
|
2/10 |
8 | | | | | | | | | 4 |
- Nemotron 3 Ultra (#4) Great for browser-based development and learning
- Claude Haiku 5.5 (#8) Browser-based agent that is great for rapid prototyping and deployment.
|
| 14 |
ChatGPT |
|
2/10 |
| | 7 | | 5 | | | | | |
- DeepSeek V4 Pro (#5) Versatile generalist with strong code generation and broad language support.
|
| 15 |
Cline |
|
3/10 |
| 9 | | 10 | | 6 | | | | |
- GLM-5.3 (#6) Open-source autonomous agent, strong in complex multi-step tasks.
|