# CostLens: 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/costlens

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [IT financial management](https://www.gane.ai/index/it/operations/it-financial-management/index.md) | 0% | 66 | 0% | 1 |

## What the models said for it

- "I'd also put KP-One and CostLens on the shortlist" (GPT-6 Luna, IT financial mgmt)

## 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 CostLens, from 2 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- gartner.com: 2
- apptio.com: 1
- ciopages.com: 1
- flexera.com: 1
- servicenow.com: 1
- tbmcouncil.org: 1

### Pages cited

- https://gartner.com/reviews/market/it-financial-management-tools: 2
- https://apptio.com/products/cloudability: 1
- https://ciopages.com/buyer-guides/it-financial-management: 1
- https://flexera.com/products/compare/flexera-vs-cloudability-apptio: 1
- https://gartner.com/reviews/product/eztbm: 1
- https://servicenow.com/products/business-management.html: 1
- https://tbmcouncil.org/framework/foundations/tbm-tools: 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.