# AWS FinOps Agent: 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-finops-agent

## 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% | 33 | 0% | 1 |

## What the models said for it

- "consider AWS FinOps Agent if you want more automated anomaly investigation and reporting" (GPT-5.4 mini, FinOps)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| 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 | 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 AWS FinOps Agent, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- aws.amazon.com: 1 (its own site)
- finops.org: 1
- ibm.com: 1

### Pages cited

- https://aws.amazon.com/aws-cost-management: 1
- https://aws.amazon.com/finops-agent: 1
- https://finops.org/certification-for-organizations/finops-certified-platform: 1
- https://finops.org/wg/finops-tools-and-services: 1
- https://ibm.com/solutions/finops: 1

## In its own words

What AWS FinOps Agent's own pages state, read 2026-10-06. Stated by the vendor, not checked by the index.

- Positioning: Comprehensive, always-on cost expertise available to every engineer, delivered where they already work and backed by the data your FinOps team trusts. (https://aws.amazon.com/finops-agent)
- For: every engineer; FinOps teams (https://aws.amazon.com/finops-agent)
- Price stated: during the preview period, you can use AWS FinOps Agent at no charge, with a monthly usage limit. Standard charges apply for other AWS services used in connection with AWS FinOps Agent. (https://aws.amazon.com/finops-agent/faqs)
- Free plan or trial: During the preview period, you can use AWS FinOps Agent at no charge, with a monthly usage limit. (https://aws.amazon.com/finops-agent/faqs)
- Integrations claimed: 2 (https://aws.amazon.com/finops-agent/faqs)
- Hosting: US East (N. Virginia) (us-east-1), 美国东部（弗吉尼亚州北部）（us-east-1）
- Customers named: Workday, Convera, Mitre 10, AVIV Group, Druva

## 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.