# Cloud-native application protection for small business buyers: 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 small B2B company. Page: https://it-ai-index.com/cloud/cloud-native-application-protection/smb/

**Standing:** Microsoft Defender for Cloud leads with 46% of first choices; verdict clear leader. 48 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| # | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | Microsoft Defender for Cloud | 46% | 7% | 61 |
| 2 | Aikido Security | 25% | 0% | 32 |
| 3 | Wiz | 8% | 43% | 49 |
| 4 | Falco | 2% | 0% | 18 |
| 5 | Sweet Security | 2% | 6% | 18 |
| 6 | Prowler | 2% | 0% | 16 |
| 7 | Orca Security | 2% | 29% | 34 |
| 8 | Sysdig | 0% | 18% | 11 |
| 9 | Orca | 0% | 31% | 16 |
| 10 | Prisma Cloud | 0% | 76% | 25 |

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

- Claude Haiku 4.5: CloudMatos, Lightspin; alternatives Microsoft Defender for Cloud, Zscaler Posture Control
- GPT-5.4 mini: Orca Security, Wiz; alternatives CrowdStrike Falcon Cloud Security
- Gemini 3.5 Flash: Aikido Security; alternatives Microsoft Defender for Cloud, Orca Security, Wiz
- Perplexity Sonar: Aikido Security; alternatives Microsoft Defender for Cloud, Orca Security
- Grok 4.1 Fast: Microsoft Defender for Cloud; alternatives Aikido Security, Falco, Trivy
- Mistral Small: Microsoft Defender for Cloud; alternatives Aikido Security, Runecast
- DeepSeek V4 Flash: Microsoft Defender for Cloud; alternatives AWS Security Hub + GuardDuty, Falco, Prowler, Sysdig
- Llama 4 Maverick: Microsoft Defender for Cloud; alternatives Falco, Prowler, Runecast
- Qwen 3.7 Flash: Aikido Security; alternatives Microsoft Defender for Cloud, Orca Security, Wiz
- Kimi K2: Microsoft Defender for Cloud; alternatives Aikido Security, Orca Security
- GLM 4.7 FlashX: Microsoft Defender for Cloud; alternatives Aikido Security, Orca Security, Sweet Security
- MiniMax M2.5: Microsoft Defender for Cloud; alternatives FortiCNAPP, Prisma Cloud, Runecast, Wiz

## Sources the answers cite

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

- cyberpress.org: 45 answers, 64 citations
- expertinsights.com: 36 answers, 39 citations
- gbhackers.com: 33 answers, 34 citations
- aikido.dev: 31 answers, 34 citations
- sourceforge.net: 30 answers, 32 citations
- cybersecuritynews.com: 29 answers, 29 citations
- cipherssecurity.com: 21 answers, 26 citations
- startupstash.com: 21 answers, 22 citations

Pages named in the most answers:

- https://cyberpress.org/cnapp-platforms-by-business-size-2 (38 answers)
- https://expertinsights.com/application-security/the-top-cloud-native-application-protection-platforms-cnapps (33 answers)
- https://gbhackers.com/best-cnapp-compared (32 answers)
- https://aikido.dev/blog/top-cloud-native-application-protection-platforms-cnapp (30 answers)
- https://sourceforge.net/software/cloud-native-application-protection-platforms-cnapp/for-small-business (28 answers)
- https://cybersecuritynews.com/best-cnapp-platforms (27 answers)
- https://cyberpress.org/cnapp-platforms-by-business-size-2?amp=1 (24 answers)
- https://startupstash.com/top-cloud-native-application-protection-platforms (21 answers)
- https://pt.aikido.dev/blog/top-cloud-native-application-protection-platforms-cnapp (18 answers)
- https://cipherssecurity.com/cnapp-buyers-guide-2026 (13 answers)

## Warned against

- Prisma Cloud: 19 of 25 labels negative. "This is the one most consistently flagged as a poor fit for small businesses... Be most cautious with Prisma Cloud (cost, complexity, opaque pricing)" (DeepSeek V4 Flash, negative prompt)
- Wiz: 21 of 49 labels negative. "Avoid Wiz/Orca/Prisma unless you have specific compliance or multi-cloud-at-scale requirements that justify the enterprise price." (DeepSeek V4 Flash, direct prompt)
- Orca Security: 10 of 34 labels negative. "Like Wiz, minimum viable spend is too high; better as a "graduate" option after free tools" (Grok 4.1 Fast, negative prompt)
- CrowdStrike Falcon Cloud Security: 6 of 9 labels negative. "For a small business not already invested in that vendor's broader stack, this is usually a trap." (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.