# Carbide: 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/carbide

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Security awareness training](https://www.gane.ai/index/it/security/security-awareness-training/index.md) | 0% | 58 | 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 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
| 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 Carbide, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- capterra.in: 1
- defendify.com: 1
- g2.com: 1
- gmapswidget.com: 1
- knowbe4.com: 1
- lilachbullock.com: 1
- rajeshkumar.xyz: 1
- securityboulevard.com: 1
- slashdot.org: 1
- softwareadvice.co.uk: 1

### Pages cited

- https://capterra.in/alternatives/1040243/arctic-wolf-managed-security-awareness: 1
- https://defendify.com/blog/security-awareness-training-vendors: 1
- https://g2.com/compare/hoxhunt-vs-sosafe: 1
- https://g2.com/products/sans-workforce-security-and-risk-training/competitors/alternatives: 1
- https://gmapswidget.com/human-firewall-knowbe4-vs-proofpoint-for-security-awareness-training: 1
- https://knowbe4.com/hubfs/G2-Winter-2024-Grid-Report-for-Security-Awareness-Training.pdf: 1
- https://lilachbullock.com/best-security-awareness-training-platforms: 1
- https://rajeshkumar.xyz/blog/security-awareness-training-platforms: 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.