# MutableAI: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 1 judge label across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/it/vendors/mutableai

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [AI coding assistants](https://www.gane.ai/index/it/developer/ai-coding-assistants/index.md) | 0% | 30 | 0% | 1 |

## What the models said for it

- "Specializes in generating and explaining code" (Mistral Small, AI coding)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named MutableAI, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- kdnuggets.com: 1
- latenode.com: 1
- nordicapis.com: 1
- reddit.com: 1
- redmonk.com: 1

### Pages cited

- https://kdnuggets.com/top-5-ai-coding-assistants-you-must-try: 1
- https://latenode.com/blog/best-ai-code-assistants: 1
- https://nordicapis.com/comparing-top-ai-code-assistants-a-comprehensive-review: 1
- https://reddit.com/r/aiHub/comments/1979rnb/10_top_ai_coding_assistant_tools_compared: 1
- https://redmonk.com/kholterhoff/2024/11/18/top-10-things-developers-want-from-their-ai-code-assistants-in-2024: 1

## Record

- Method: https://www.gane.ai/index/it/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/it.