# Sweet Security: 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/sweet-security

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Cloud-native application protection](https://www.gane.ai/index/it/cloud/cloud-native-application-protection/index.md) | 0% | 61 | 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 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Sweet Security, from 4 of the 4 answers that named it (only the models that return a source list).

### Domains cited

- cyberpress.org: 4
- cloudaware.com: 3
- comparitech.com: 3
- csoonline.com: 3
- g2.com: 3
- softwaretestinghelp.com: 3
- expertinsights.com: 2
- guptadeepak.com: 2
- slashdot.org: 2
- sourceforge.net: 2

### Pages cited

- https://cyberpress.org/cnapp-platforms-by-business-size-2: 4
- https://cloudaware.com/blog/cnapp-tools: 3
- https://comparitech.com/net-admin/best-cnapp: 3
- https://csoonline.com/article/573629/cnapp-buyers-guide-top-tools-compared.html: 3
- https://g2.com/categories/cloud-native-application-protection-platform-cnapp/small-business: 3
- https://softwaretestinghelp.com/best-cnapp-vendors: 3
- https://expertinsights.com/devsecops/the-top-cloud-native-application-protection-platforms-cnapps: 2
- https://guptadeepak.com/tools/top-10-cnapp-solutions-2026: 2

## In its own words

What Sweet Security's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: Autonomous Protection for the AI Enterprise (https://sweet.security/)
- For: Security teams (https://sweet.security/)
- Certifications: HIPAA, CIS Benchmarks, GDPR, SOC 2, PCI DSS
- Customers named: Cast & Crew, ShipStation, Fireblocks, Kaltura, Engageli, Firebolt, Lemonade, Hippo

## What it publishes

Every page sweet.security exposes, read 2026-09-29: 237 addresses. By kind, pages and the last 90 days:

- blog: 111 pages, 5 in the last 90 days, latest 2026-09-03
- report or ebook: 1 pages, 0 in the last 90 days, latest undated
- comparison: 2 pages, 1 in the last 90 days, latest 2026-09-24
- glossary or explainer: 4 pages, 2 in the last 90 days, latest 2026-08-21
- news or press: 10 pages, 0 in the last 90 days, latest undated
- Recent: 2026-09-24 comparison: Ai vs ai dror kashti on the future of cloud security https://www.sweet.security/blog/ai-vs-ai-dror-kashti-on-the-future-of-cloud-security
- Recent: 2026-09-03 blog: How sweet enables ai security at scale https://www.sweet.security/blog/how-sweet-enables-ai-security-at-scale
- Recent: 2026-08-31 blog: How sweet secures mcp servers live discovery cloud context and runtime enforcement https://www.sweet.security/blog/how-sweet-secures-mcp-servers-live-discovery-cloud-context-and-runtime-enforcement
- Recent: 2026-08-25 blog: Do something why observability isnt security https://www.sweet.security/blog/do-something-why-observability-isnt-security
- Recent: 2026-08-21 glossary or explainer: What is ai agent governance https://www.sweet.security/agent-security/what-is-ai-agent-governance
- Recent: 2026-08-21 glossary or explainer: What is ai agent security https://www.sweet.security/agent-security/what-is-ai-agent-security

## 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.