# Riversand: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 3 judge labels across 1 category by 3 of 14 models. Page: https://www.gane.ai/index/it/vendors/riversand

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Master data management](https://www.gane.ai/index/it/it-data/master-data-management/index.md) | 0% | 58 | 33% | 3 |

## What the models said for it

- "Strong product information management capabilities" (GLM 4.7 FlashX, Master data)

## And against it

- "Avoid if you need broad enterprise support or future-proofing for AI/GenAI." (Grok 4.20, Master data)

## 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 | 1 | 1 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| 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 | 1 | 0 | 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 Riversand, from 3 of the 6 answers that named it (only the models that return a source list).

### Domains cited

- informatica.com: 3
- profisee.com: 3
- capterra.co.uk: 2
- g2.com: 2
- gartner.com: 2
- getorchestra.io: 2
- reltio.com: 2
- research.isg-one.com: 2
- research.oz.spotlightar.com: 2
- aimultiple.com: 1

### Pages cited

- https://gartner.com/en/documents/4009116: 2
- https://gartner.com/en/research/magic-quadrant: 2
- https://getorchestra.io/guides/best-master-data-management-tools: 2
- https://informatica.com/lp/gartner-recognition.html: 2
- https://profisee.com/30-best-master-data-management-tools: 2
- https://research.isg-one.com/market-perspectives/isg-buyers-guide-for-master-data-management-classifies-and-rates-software-providers: 2
- https://research.oz.spotlightar.com/reports/forrester-wave-master-data-management-2023/leaders: 2
- http://docs.media.bitpipe.com/io_10x/io_107310/item_604855/Magic_Quadrant_for_Mobile_Device_Management_Software.pdf: 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.