# Open Raven: 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/open-raven

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Data security posture management](https://www.gane.ai/index/it/security/data-security-posture-management/index.md) | 2% | 12 | 0% | 3 |

## What the models said for it

- "likely to be an open-source or lightweight DSPM tool like Open Raven" (Llama 4 Maverick, DSPM)
- "platforms like Polymer, Open Raven, or Cyera may offer more user-friendly, cost-effective, and scalable solutions" (Mistral Small, DSPM)
- "Best for inexpensive cloud-only scanning: Open Raven" (Perplexity Sonar, DSPM)

## 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 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 1 | 0 | 0 | 0 | 1 |
| 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 Open Raven, from 9 of the 9 answers that named it (only the models that return a source list).

### Domains cited

- csoonline.com: 6
- sprinto.com: 5
- forcepoint.com: 4
- reddit.com: 4
- startupstash.com: 4
- aimultiple.com: 3
- fortra.com: 3
- gbhackers.com: 3
- orca.security: 3
- tmcnet.com: 3

### Pages cited

- https://csoonline.com/article/2075321/top-12-data-security-posture-management-tools.html: 6
- https://sprinto.com/blog/dspm-tools: 5
- https://startupstash.com/best-data-security-posture-management-tools: 4
- https://aimultiple.com/dspm-vendors: 3
- https://forcepoint.com/blog/insights/best-dspm-tools: 3
- https://fortra.com/blog/best-dspm-solutions-cloud-and-hybrid-environments-2026: 3
- https://gbhackers.com/best-dspm-compared: 3
- https://orca.security/resources/cloud-security-learning/best-dspm-tools: 3

## 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.