# DFLabs: 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/dflabs

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [SOAR platforms](https://www.gane.ai/index/it/security/soar-platforms/index.md) | 0% | 75 | 100% | 1 |

## And against it

- "largely discontinued). Don't buy these as standalone products anymore." (DeepSeek V4 Flash, SOAR)

## 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 | 1 | 1 |
| 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 DFLabs, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- aimultiple.com: 1
- g2.com: 1
- heimdalsecurity.com: 1
- knowbe4.com: 1
- merchantmaverick.com: 1
- orangecyberdefense.com: 1
- peerspot.com: 1
- reddit.com: 1
- socradar.io: 1
- softwarereviews.com: 1

### Pages cited

- https://aimultiple.com/top-soar-platforms: 1
- https://g2.com/categories/security-orchestration-automation-and-response-soar/enterprise: 1
- https://g2.com/products/servicenow-security-operations/reviews: 1
- https://heimdalsecurity.com/blog/soar-tools: 1
- https://knowbe4.com/hubfs/G2-Spring-2024-Grid-Report-for-Security-Orchestration-Automation-and-Response.pdf: 1
- https://merchantmaverick.com/reviews/soar-payments-review: 1
- https://orangecyberdefense.com/uk/insights/blog/managed-detection-response/soar-conclusions-for-2020: 1
- https://peerspot.com/categories/security-orchestration-automation-and-response-soar: 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.