Best AI coding assistants
24 products named in 120 answers across 4 wordings
In nearly every answer
Contested
By Anthropic
How often 10 AI models recommend Claude, 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
Never named it: Qwen 3.8 Flash MiniMax M3
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
Strong at reasoning over large codebases, careful refactoring, and clear explanations.
Especially capable at code reasoning, refactoring, and explaining complex changes.
Superior reasoning and coding accuracy for complex architecture, debugging, and large context windows.
Best for complex reasoning, architecture discussions, and large codebases.
Excellent reasoning for complex refactors, debugging, and architectural guidance.
Excellent reasoning for complex coding tasks and large context windows.
Superior reasoning for complex refactoring and architecture
Each question's products ranked by the share of all answers that named them, Claude 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 | 33 | 8 | 67 | 50 | 17 | 42 | 42 | 67 |
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 | 23 | 67 | 10 | 30 |
Against the products named most often on the same questions
Other Anthropic products: Claude Code
Work on Claude? Get it tracked every month on the questions your buyers ask, or email sales@modelocracy.com.