# KUDOS: 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/kudos

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Cloud cost management](https://www.gane.ai/index/it/cloud/cloud-cost-management/index.md) | 0% | 44 | 0% | 1 |

## What the models said for it

- "Start with KUDOS (AWS open-source)" (DeepSeek V4 Flash, FinOps)

## 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 | 1 | 0 | 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 KUDOS, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- aws.amazon.com: 1
- capterra.co.uk: 1
- cloudaware.com: 1
- community.nasscom.in: 1
- daily.dev: 1
- g2.com: 1
- gartner.com: 1
- marketplace.atlassian.com: 1
- peerspot.com: 1
- reddit.com: 1

### Pages cited

- https://aws.amazon.com/marketplace/reviews/reviews-list/prodview-c6teorsdi64jq: 1
- https://aws.amazon.com/marketplace/reviews/reviews-list/prodview-h77jedsmpzs4k: 1
- https://aws.amazon.com/marketplace/reviews/reviews-list/prodview-y42ipzoieqajm: 1
- https://capterra.co.uk/software/154899/cloudability: 1
- https://cloudaware.com/blog/cloud-cost-management-tools: 1
- https://community.nasscom.in/communities/cloud-computing/cloud-cost-management-tools-5-options-control-cloud-spending: 1
- https://daily.dev/posts/cloudhealth-for-aws-solution-overview-pros-and-cons-icmdhdlwx: 1
- https://g2.com/categories/cloud-cost-management: 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.