# Bright Security: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 11 judge labels across 1 category by 7 of 14 models. Page: https://www.gane.ai/index/it/vendors/bright-security

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Dynamic application security testing](https://www.gane.ai/index/it/developer/dynamic-application-security-testing/index.md) | 2% | 5 | 0% | 11 |

## What the models said for it

- "I'd recommend starting with Acunetix or Bright Security" (MiniMax M2.5, DAST)
- "Use modern AI-assisted DAST tools (Bright Security, Invicti, Checkmarx DAST, Detectify) that support modern architectures" (DeepSeek V4 Flash, DAST)
- "Bright Security is best for mid-market companies with API-first architectures seeking early SDLC security integration." (Claude Haiku 4.5, DAST)
- "Bright Security targets mid-market API-first companies with AI validation and vulnerability remediation" (Claude Haiku 4.5, DAST)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 2 | 0 | 0 | 2 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 1 | 1 | 0 | 2 |
| Perplexity Sonar | 0 | 1 | 1 | 0 | 2 |
| Grok 4.20 | 0 | 1 | 0 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 2 | 0 | 0 | 2 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 1 | 0 | 0 | 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 Bright Security, from 21 of the 25 answers that named it (only the models that return a source list).

### Domains cited

- brightsec.com: 12
- securityboulevard.com: 11
- escape.tech: 10
- aimultiple.com: 9
- checkmarx.com: 9
- immuniweb.com: 9
- invicti.com: 9
- safeguard.sh: 8
- softwaretestinghelp.com: 8
- expertinsights.com: 7

### Pages cited

- https://aimultiple.com/dast-tools: 9
- https://checkmarx.com/learn/dast/dast-tools-key-features-and-12-solutions-to-know-in-2026: 9
- https://immuniweb.com/resources/best-dast-tools: 9
- https://softwaretestinghelp.com/dynamic-application-security-testing-dast-software: 8
- https://escape.tech/blog/top-dast-tools: 7
- https://expertinsights.com/application-security/the-top-dynamic-application-security-testing-dast-tools: 7
- https://securityboulevard.com/2024/12/top-dynamic-application-security-testing-dast-tools-for-2025: 7
- https://endorlabs.com/learn/best-dast-tools: 6

## 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.