# Harness Cost Management 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/harness-cost-management-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% | 42 | 0% | 1 |

## What the models said for it

- "Combines cost visibility with governance and automated actions" (GPT-6 Luna, 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 | 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 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

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

### Domains cited

- aws.amazon.com: 1
- broadcom.com: 1
- cloud.ibm.com: 1
- cloudzero.com: 1
- docs.datadoghq.com: 1
- docs.finout.io: 1
- flexera.com: 1
- harness.io: 1
- opencost.io: 1
- prosperops.com: 1

### Pages cited

- https://aws.amazon.com/aws-cost-management/aws-cost-explorer: 1
- https://broadcom.com/products/software/finops/cloudhealth: 1
- https://cloud.ibm.com/docs/track-spend-with-cloudability: 1
- https://cloudzero.com/: 1
- https://docs.datadoghq.com/cloud_cost_management: 1
- https://docs.finout.io/get-started-with-finout/introduction-to-finouts-suite-of-features: 1
- https://flexera.com/products/flexera-one/finops: 1
- https://harness.io/products/cloud-ai-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.