Best AI coding assistants
24 products named in 120 answers across 4 wordings
In nearly every answer
Contested
By GitHub
How often 10 AI models recommend GitHub Copilot, what they say about it, and who they recommend instead, on the 1 buying question where it came up.
Share of each model's answers that named it, at any position · The black tick marks the panel average
Tracked since October 25, 2026. Each time the panel answers these questions again, the change shows here.
Each model's one-line reason for recommending it, from its first answer
Most widely adopted assistant, deeply integrated across editors and GitHub.
Excellent IDE integration, broad language support, and dependable code completion and chat.
Ubiquitous IDE integration, strong autocomplete, and enterprise readiness make it the industry standard.
Ubiquitous, best ecosystem integration, IDE-native leader.
Deepest IDE integration, massive context window, and strong multi-model support.
Most mature, widely adopted, deeply IDE-integrated AI assistant.
Best overall IDE integration, code quality, and ecosystem support.
Best-in-class autocomplete, deep IDE integration, and Chat mode.
Best all-around balance of speed, context awareness, and editor integration.
Best overall IDE integration, strongest code generation
Each question's products ranked by the share of all answers that named them, GitHub Copilot highlighted.
24 products named in 120 answers across 4 wordings
In nearly every answer
Contested
Share of each model's answers on the question that named it · Hover a cell for the count
| Question | Claude Haiku 5.5 | GPT-6 Luna | Gemini 4 Argon | Qwen 3.8 Flash | DeepSeek V4 Pro | GLM-5.3 | Kimi K3 | MiniMax M3 | Mistral Large 4 | Nemotron 3 Ultra |
|---|---|---|---|---|---|---|---|---|---|---|
| Best AI coding assistants | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 |
Share of answers that named it under each way of asking the question · Hover a cell for the exact wording
| Question | List request | Buyer asking for advice | Search query | Worth paying for? |
|---|---|---|---|---|
| Best AI coding assistants | 100 | 100 | 100 | 100 |
Against the products named most often on the same questions
Other GitHub products: GitHub Actions, GitHub
Work on GitHub Copilot? Get it tracked every month on the questions your buyers ask, or email sales@modelocracy.com.