# Kiro: 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/kiro

## 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% | 42 | 0% | 1 |

## 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 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 0 | 1 |
| 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 Kiro, from 3 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- aws.amazon.com: 2
- daily.dev: 2
- frontdeskreview.com: 2
- getorchestra.io: 2
- github.com: 2
- superblocks.com: 2
- about.gitlab.com: 1
- aibizhub.io: 1
- aider.chat: 1
- aiplusinfo.com: 1

### Pages cited

- https://aws.amazon.com/q/developer: 2
- https://frontdeskreview.com/best/ai-coding-assistants: 2
- https://getorchestra.io/guides/ai-assistants-coding: 2
- https://about.gitlab.com/topics/devops/ai-code-completion-privacy-concerns: 1
- https://aibizhub.io/articles/best-ai-coding-assistants: 1
- https://aider.chat/: 1
- https://aiplusinfo.com/blog/ai-coding-assistants-boost-startup-product-development: 1
- https://aiwiki.ai/wiki/aider/raw: 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.