# Adaptive Insights: 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/adaptive-insights

## 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% | 107 | 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 | 1 | 0 | 1 |
| 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 Adaptive Insights, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- blog.invgate.com: 1
- clearcost.software: 1
- download.microsoft.com: 1
- g2.com: 1
- monday.com: 1
- qobra.co: 1
- serviceware-se.com: 1
- socialatoz.com: 1
- sourceforge.net: 1
- tavtechsolutions.com: 1

### Pages cited

- https://blog.invgate.com/itfm-software: 1
- https://clearcost.software/how-to-select-the-best-itfm-software: 1
- https://download.microsoft.com/documents/UK/dynamics/whitepapers/evaluating-financial-management-software.pdf: 1
- https://g2.com/categories/it-financial-management-itfm: 1
- https://monday.com/blog/service/it-financial-management: 1
- https://qobra.co/blog/best-financial-management-software: 1
- https://serviceware-se.com/en/blog/it-financial-management/itfm-software-comparison-the-complete-2026-guide: 1
- https://serviceware-se.com/en/blog/it-financial-management/non-negotiable-features-your-next-itfm-tool-must-have: 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.