# LangProtect: 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/langprotect

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [AI security platforms](https://www.gane.ai/index/it/security/ai-security-platforms/index.md) | 0% | 60 | 0% | 3 |

## What the models said for it

- "Focuses on protecting intellectual property and provides unified governance layer" (GLM 4.7 FlashX, AI security)

## 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 | 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 | 1 | 0 | 0 | 1 |
| 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 LangProtect, from 3 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- langprotect.com: 3 (its own site)
- witness.ai: 2
- aicompliancevendors.com: 1
- aimultiple.com: 1
- akamai.com: 1
- arize.com: 1
- ethicalhacking.ai: 1
- f5.com: 1
- forcepoint.com: 1
- help.zscaler.com: 1

### Pages cited

- https://langprotect.com/enterprise-ai-governance: 2
- https://witness.ai/for-employees: 2
- https://aicompliancevendors.com/guides/ai-guardrails: 1
- https://aimultiple.com/llm-security-tools: 1
- https://akamai.com/resources/white-paper/observability: 1
- https://akamai.com/solutions/ai-usage-control: 1
- https://arize.com/blog-course/llm-guardrails-types-of-guards: 1
- https://ethicalhacking.ai/compare: 1

## In its own words

What LangProtect's own pages state, read 2026-10-06. Stated by the vendor, not checked by the index.

- Positioning: Enterprise AI Security Platform (https://langprotect.com/)
- For: enterprises (https://langprotect.com/)
- Price stated: Simple, transparent pricing for AI-driven organizations. Choose between Startups & Teams or Enterprise plans for Guardia, Armor, and Vector. (https://www.langprotect.com/pricing)
- Certifications: SOC 2 Type II, ISO 27001, GDPR

## What it publishes

Every page langprotect.com exposes, read 2026-10-05: 363 addresses. By kind, pages and the last 90 days:

- blog: 58 pages, 14 in the last 90 days, latest 2026-09-30
- report or ebook: 2 pages, 0 in the last 90 days, latest undated
- comparison: 10 pages, 2 in the last 90 days, latest 2026-09-01
- glossary or explainer: 4 pages, 2 in the last 90 days, latest 2026-09-18
- Recent: 2026-09-30 blog: Memory poisoning ai agents threat model https://www.langprotect.com/blog/memory-poisoning-ai-agents-threat-model
- Recent: 2026-09-29 blog: Langprotect gisec global 2026 https://www.langprotect.com/blog/langprotect-gisec-global-2026
- Recent: 2026-09-24 blog: Runtime protection for llm applications https://www.langprotect.com/blog/runtime-protection-for-llm-applications
- Recent: 2026-09-18 glossary or explainer: What is llm ai red teaming enterprise guide https://www.langprotect.com/blog/what-is-llm-ai-red-teaming-enterprise-guide
- Recent: 2026-09-16 blog: Mcp servers no authentication security risk https://www.langprotect.com/blog/mcp-servers-no-authentication-security-risk
- Recent: 2026-09-11 blog: How guardia policy engine decides enforcement https://www.langprotect.com/blog/how-guardia-policy-engine-decides-enforcement

## 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.