Best AI coding assistants
24 products named in 120 answers across 4 wordings
In nearly every answer
Contested
By Google
How often 10 AI models recommend Gemini Code Assist, 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: DeepSeek V4 Pro MiniMax M3 Mistral Large 4
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
Generous free tier and strong large-context handling for many languages.
Useful completions and chat, with strong Google ecosystem and large-context capabilities.
Huge context window, strong enterprise/GCP support.
Huge context window and free tier; strong for large codebases.
Each question's products ranked by the share of all answers that named them, Gemini Code Assist 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 | 17 | 92 | 8 | 75 | 17 | 17 | 17 |
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 | 33 | 20 | 30 | 13 |
Against the products named most often on the same questions
Other Google products: BigQuery, Google Meet, Google Chat, Google Forms, Google Drive, Google Cloud, Google Search Console, Google Calendar, Looker, Google Analytics, Wufoo, Google Keyword Planner, Looker Studio, Gemini, Google Cloud Build, Google Cloud Storage, Google App Engine, Google Cloud SQL, Google One, Google Sites, Firebase, Google Workspace, Google Docs, Google Cloud Spanner, Google Trends
Work on Gemini Code Assist? Get it tracked every month on the questions your buyers ask, or email sales@modelocracy.com.