# Qarar: 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/gtm/vendors/qarar

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Value selling tools](https://www.gane.ai/index/gtm/sales/value-selling-tools/index.md) | 0% | 64 | 0% | 1 |

## What the models said for it

- "Qarar is another value-selling focused option aimed at building CFO-ready business cases without spreadsheets" (Muse Glimmer 30B, Value selling)

## 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 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 1 | 0 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Qarar, from 2 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- blog.hubspot.com: 2
- clarify.ai: 2
- g2.com: 2
- sourceforge.net: 2
- appexchange.salesforce.com: 1
- bestsalesteamtraining.com: 1
- blog.salesflare.com: 1
- business.linkedin.com: 1
- capterra.com: 1
- cloudtalk.io: 1

### Pages cited

- https://blog.hubspot.com/sales/small-business-sales-tools: 2
- https://clarify.ai/blog/sales-tools-for-small-businesses: 2
- https://g2.com/categories/value-selling-tools/free: 2
- https://appexchange.salesforce.com/appxListingDetail: 1
- https://bestsalesteamtraining.com/value-selling-vs-force-management: 1
- https://blog.salesflare.com/best-b2b-crm: 1
- https://business.linkedin.com/sell/sales-navigator/small-business: 1
- https://capterra.com/sales-enablement-software: 1

## Record

- Method: https://www.gane.ai/index/gtm/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/gtm.