Best AI coding assistants
24 products named in 120 answers across 4 wordings
In nearly every answer
Contested
By Amazon
How often 10 AI models recommend Amazon Q Developer, 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
Solid AWS-centric assistant with useful security scanning and code transformation.
Solid coding help, especially for AWS development and cloud-focused workflows.
Top choice for AWS-centric development, cloud infrastructure code, and automated code transformations.
Powerful AWS-focused assistant with robust transforms.
Decent inline suggestions with strong security scanning, though now absorbed into Amazon Q.
Best-in-class inline suggestions, tight AWS and IDE integration.
Best for AWS-heavy environments and enterprise compliance.
AWS-integrated assistant strong for cloud-heavy codebases.
Deep AWS integration and excellent security scanning for enterprise cloud work.
AWS-specific guidance; free for individuals.
Each question's products ranked by the share of all answers that named them, Amazon Q Developer 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 | 83 | 100 | 83 | 83 | 92 | 92 | 100 | 92 |
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 | 90 | 100 | 97 | 83 |
Against the products named most often on the same questions
Other Amazon products: Amazon Redshift, Amazon QuickSight, AWS CodePipeline, Amazon S3, Amazon CloudWatch, Amazon WorkDocs, Amazon Chime, Amazon Athena, Amazon Drive
Work on Amazon Q Developer? Get it tracked every month on the questions your buyers ask, or email sales@modelocracy.com.