# Cloud-native application protection: what AI models recommend, September 2026

IT AI Recommendation Index, September 2026 Edition. Asked as "CNAPP" and as "cloud-native application protection platform", six framings each, to twelve models with search on, on behalf of a mid-market B2B company. Page: https://it-ai-index.com/cloud/cloud-native-application-protection/

**Standing:** Wiz leads with 46% of first choices; verdict clear leader. 50 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| # | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | Wiz | 46% | 18% | 55 |
| 2 | Microsoft Defender for Cloud | 30% | 4% | 47 |
| 3 | Orca Security | 16% | 5% | 40 |
| 4 | Prisma Cloud | 2% | 32% | 38 |
| 5 | Orca | 2% | 20% | 10 |
| 6 | Sysdig | 0% | 4% | 26 |
| 7 | Sysdig Secure | 0% | 0% | 12 |
| 8 | SentinelOne Singularity Cloud Security | 0% | 0% | 12 |
| 9 | CrowdStrike Falcon Cloud Security | 0% | 22% | 18 |
| 10 | Aqua Security | 0% | 26% | 19 |
| 11 | FortiCNAPP | 0% | 43% | 14 |

## Each model's first choice on the direct prompt

- Claude Haiku 4.5: Orca Security; alternatives Prisma Cloud, Sysdig
- GPT-5.4 mini: Wiz; alternatives Sysdig Secure
- Gemini 3.5 Flash: Orca Security; alternatives Microsoft Defender for Cloud, Sysdig Secure, Upwind, Wiz
- Perplexity Sonar: Wiz; alternatives CrowdStrike Falcon Cloud Security, Microsoft Defender for Cloud, Orca Security, Prisma Cloud
- Grok 4.1 Fast: Orca Security; alternatives Aqua Security, FortiCNAPP, Microsoft Defender for Cloud, Sysdig
- Mistral Small: Microsoft Defender for Cloud, Wiz; alternatives Orca Security, Sysdig Secure
- DeepSeek V4 Flash: Wiz; alternatives Microsoft Defender for Cloud, Orca Security
- Llama 4 Maverick: no first choice
- Qwen 3.7 Flash: Wiz; alternatives Aikido Security, Microsoft Defender for Cloud, Orca Security
- Kimi K2: Wiz; alternatives Microsoft Defender for Cloud, Orca Security
- GLM 4.7 FlashX: Microsoft Defender for Cloud, Wiz; alternatives Orca Security, Prisma Cloud, Rapid7 InsightCloudSec, SentinelOne Singularity Cloud Security
- MiniMax M2.5: Microsoft Defender for Cloud; alternatives Orca Security, Wiz

## Sources the answers cite

68 of 72 answers came back with a source list, from 12 of 12 models. Sites named in the most answers:

- cyberpress.org: 40 answers, 53 citations
- cybersecuritynews.com: 36 answers, 39 citations
- expertinsights.com: 36 answers, 36 citations
- gbhackers.com: 32 answers, 32 citations
- accuknox.com: 19 answers, 23 citations
- gartner.com: 18 answers, 29 citations
- orca.security: 18 answers, 26 citations
- cipherssecurity.com: 18 answers, 23 citations

Pages named in the most answers:

- https://cybersecuritynews.com/best-cnapp-platforms (33 answers)
- https://gbhackers.com/best-cnapp-compared (32 answers)
- https://expertinsights.com/application-security/the-top-cloud-native-application-protection-platforms-cnapps (30 answers)
- https://cyberpress.org/cnapp-platforms-by-business-size-2?amp=1 (26 answers)
- https://cyberpress.org/cnapp-platforms-by-business-size-2 (22 answers)
- https://gartner.com/reviews/market/cloud-native-application-protection-platforms (17 answers)
- https://startupstash.com/top-cloud-native-application-protection-platforms (16 answers)
- https://peerspot.com/categories/cloud-native-application-protection-platforms-cnapp (15 answers)
- https://cipherssecurity.com/cnapp-buyers-guide-2026 (13 answers)
- https://aikido.dev/blog/top-cloud-native-application-protection-platforms-cnapp (12 answers)

## Warned against

- Wiz: 10 of 55 labels negative. "Orca/Wiz | $7K+/mo (small) | Agentless full CNAPP | Avoid for tight budgets" (Grok 4.1 Fast, budget prompt)
- Prisma Cloud: 12 of 38 labels negative. "has suffered from this "franken-suite" reputation ... users still frequently cite a steep learning curve, disjointed reporting, and complex backend workflows" (Gemini 3.5 Flash, negative prompt)
- FortiCNAPP: 6 of 14 labels negative. "I'd flag Lacework/FortiCNAPP and Aqua as the two with the most documented dissatisfaction" (DeepSeek V4 Flash, negative prompt)
- Aqua Security: 5 of 19 labels negative. "I'd flag Lacework/FortiCNAPP and Aqua as the two with the most documented dissatisfaction" (DeepSeek V4 Flash, negative prompt)

## Record

- Method: https://it-ai-index.com/methodology/
- Raw judge labels and full responses: https://it-ai-index.com/data/
- License: CC BY 4.0. Cite as IT AI Recommendation Index, September 2026 Edition, it-ai-index.com.