# AWS CodeWhisperer: 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/aws-codewhisperer

## 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% | 35 | 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 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 1 | 0 | 1 |
| 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 AWS CodeWhisperer, from 1 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- aipolicydesk.com: 1
- blackduck.com: 1
- blog.exceeds.ai: 1
- bsi.bund.de: 1
- centreforaileadership.org: 1
- cohere.com: 1
- docs.github.com: 1
- github.com: 1
- gov.uk: 1
- htfmarketinsights.com: 1

### Pages cited

- https://aipolicydesk.com/blog/github-copilot-ai-code-assistant-governance-2026: 1
- https://blackduck.com/blog/ai-coding-assistants-cybersecurity-defense-in-depth.html: 1
- https://blog.exceeds.ai/ai-code-detector-data-residency: 1
- https://bsi.bund.de/SharedDocs/Downloads/EN/BSI/KI/ANSSI_BSI_AI_Coding_Assistants.pdf: 1
- https://centreforaileadership.org/resources/ai-and-software-engineering_10_2024_tools: 1
- https://cohere.com/blog/concerning-behaviour-popular-open-weight-ai-model: 1
- https://docs.github.com/en/copilot/tutorials/roll-out-at-scale/govern-at-scale/maintain-codebase-standards: 1
- https://docs.github.com/en/enterprise-cloud@latest/copilot/responsible-use/chat: 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.