# RangeForce: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 2 categories by 2 of 14 models. Page: https://www.gane.ai/index/it/vendors/rangeforce

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Secure code training](https://www.gane.ai/index/it/developer/secure-code-training/index.md) | 0% | 55 | 0% | 1 |
| [Vulnerability management platforms](https://www.gane.ai/index/it/security/vulnerability-management-platforms/index.md) | 0% | 64 | 0% | 1 |

## What the models said for it

- "Cloud-based, hands-on cybersecurity training with simulated environments" (Mistral Small, Secure code training)

## 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 | 1 | 0 | 1 |
| Mistral Small | 0 | 1 | 0 | 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 | 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 RangeForce, from 4 of the 4 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 3
- gane.ai/index: 2
- ransomleak.com: 2
- reddit.com: 2
- blog.secureflag.com: 1
- ebool.com: 1
- endorlabs.com: 1
- fusioncyber.co: 1
- gartner.com: 1
- guideflow.com: 1

### Pages cited

- https://ransomleak.com/blog/best-secure-coding-training-2026: 2
- https://reddit.com/r/cybersecurity/comments/1ip5cke/what_platform_do_you_use_to_train_developers_on: 2
- https://blog.secureflag.com/2026/09/25/best-secure-coding-training-platforms: 1
- https://ebool.com/secure-code-training-platforms: 1
- https://endorlabs.com/learn/best-code-security-tools: 1
- https://fusioncyber.co/blogs/best-cyber-range-platforms-for-enterprise-security-training-2026-what-you-need-to-know: 1
- https://g2.com/categories/risk-based-vulnerability-management/small-business: 1
- https://g2.com/categories/secure-code-training/small-business: 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.