# Rithum: 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/finance/vendors/rithum

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Supplier management](https://www.gane.ai/index/finance/spend/supplier-management/index.md) | 0% | 101 | 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 | 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 | 1 | 0 | 1 |
| 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 Rithum, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- elitemindz.co: 1
- gep.com: 1
- getcarro.com: 1
- gitnux.org: 1
- highradius.com: 1
- jaggaer.com: 1
- mindsprint.com: 1
- softwareadvice.com: 1
- thenextweb.com: 1

### Pages cited

- https://elitemindz.co/blog/top-procurement-software-companies-in-saudi-arabia: 1
- https://gep.com/brochure/download/9680/1888: 1
- https://gep.com/clp/ss-gep-smart: 1
- https://getcarro.com/blog/best-vendor-management-software: 1
- https://gitnux.org/best/e-procurement-application-software: 1
- https://highradius.com/resources/Blog/best-supplier-management-tools: 1
- https://jaggaer.com/blog/best-procure-to-pay-software-manufacturing: 1
- https://jaggaer.com/blog/coupa-alternatives: 1

## Record

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