# Cloud security posture management: what AI models recommend, September 2026

Gane Index, September 2026 Edition. Asked as "cloud security posture management platform" and as "CSPM tool", six framings each, to twelve models with search on, on behalf of a mid-market B2B company. Page: https://www.gane.ai/index/it/cloud/cloud-security-posture-management/2026-09

This is the permanent record of the September 2026 Edition, published September 17, 2026 and superseded since. The current standing: https://www.gane.ai/index/it/cloud/cloud-security-posture-management/index.md

**Standing:** Wiz leads with 43% of first choices; verdict clear leader. 51 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [Wiz](https://www.gane.ai/index/it/vendors/wiz/index.md) | 43% | 15% | 59 |
| 2 | [Prowler](https://www.gane.ai/index/it/vendors/prowler/index.md) | 16% | 4% | 24 |
| 3 | [Microsoft Defender for Cloud](https://www.gane.ai/index/it/vendors/microsoft-defender-for-cloud/index.md) | 14% | 15% | 53 |
| 4 | [Orca Security](https://www.gane.ai/index/it/vendors/orca-security/index.md) | 12% | 13% | 47 |
| 6 | [AWS Security Hub](https://www.gane.ai/index/it/vendors/aws-security-hub/index.md) | 4% | 6% | 18 |
| 7 | [Cloudaware](https://www.gane.ai/index/it/vendors/cloudaware/index.md) | 2% | 9% | 11 |
| 10 | [CrowdStrike Falcon Cloud Security](https://www.gane.ai/index/it/vendors/crowdstrike-falcon-cloud-security/index.md) | 0% | 9% | 22 |
| 11 | [Tenable Cloud Security](https://www.gane.ai/index/it/vendors/tenable-cloud-security/index.md) | 0% | 5% | 21 |
| 12 | [Uptycs](https://www.gane.ai/index/it/vendors/uptycs/index.md) | 0% | 0% | 10 |
| 37 | [Lacework FortiCNAPP](https://www.gane.ai/index/it/vendors/lacework-forticnapp/index.md) | 0% | 36% | 14 |
| 50 | [Prisma Cloud](https://www.gane.ai/index/it/vendors/prisma-cloud/index.md) | 0% | 47% | 49 |

Rank is by share of first choices among all 50 products named; products with the same share are tied, and the order among them carries no meaning. The table lists those with at least 10 labels.

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

- Claude Haiku 4.5: Aikido Security, Wiz; alternatives CrowdStrike, Tenable Cloud Security, Uptycs
- GPT-5.4 mini: Wiz; alternatives AWS Security Hub, Microsoft Defender for Cloud, Orca Security, Prisma Cloud
- Gemini 3.5 Flash: Orca Security, Wiz; alternatives Aqua Security, Datadog Cloud Security Management, Microsoft Defender for Cloud, Sysdig Secure
- Perplexity Sonar: Wiz; alternatives Cloudaware, Orca Security, Prisma Cloud, SecPod Saner Cloud CSPM
- Grok 4.20: Wiz; alternatives CrowdStrike Falcon Cloud Security, Microsoft Defender for Cloud, Orca Security
- Mistral Small: CrowdStrike, Wiz; alternatives Tenable Cloud Security, Uptycs, Wing Security
- DeepSeek V4 Flash: Orca Security, Wiz; alternatives CrowdStrike Falcon Cloud Security, Microsoft Defender for Cloud, Tenable Cloud Security, Uptycs
- Llama 4 Maverick: no first choice
- Qwen 3.7 Flash: Wiz; alternatives Cloudaware, Microsoft Defender for Cloud, Orca Security, Prisma Cloud
- Kimi K2: Wiz; alternatives CrowdStrike Falcon Cloud Security, Orca Security, Tenable Cloud Security
- GLM 4.7 FlashX: Wiz; alternatives Microsoft Defender for Cloud, Orca Security
- MiniMax M2.5: Wiz; alternatives CrowdStrike Falcon Cloud Security, Rapid7, Snyk, Tenable Cloud Security

## Sources the answers cite

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

- cloudaware.com: 50 answers, 57 citations
- cyberpress.org: 43 answers, 57 citations
- orca.security: 38 answers, 46 citations
- cybersecuritynews.com: 38 answers, 43 citations
- gbhackers.com: 35 answers, 37 citations
- expertinsights.com: 29 answers, 29 citations
- complyjet.com: 25 answers, 26 citations
- gartner.com: 23 answers, 37 citations

Pages named in the most answers:

- https://cloudaware.com/blog/top-cloud-security-posture-management-vendors (48 answers)
- https://cybersecuritynews.com/best-cspm-tools (36 answers)
- https://gbhackers.com/best-cspm-compared (35 answers)
- https://orca.security/resources/blog/best-cspm-tools (34 answers)
- https://cyberpress.org/cspm-tools-by-business-size-2 (31 answers)
- https://expertinsights.com/cloud-security/the-top-cloud-security-posture-management-cspm-solutions (29 answers)
- https://complyjet.com/blog/best-cspm-tools (25 answers)
- https://gartner.com/reviews/market/cloud-security-posture-management-tools (20 answers)
- https://techrepublic.com/article/best-cspm-tools (20 answers)
- https://busistack.com/best-cloud-security-posture-management-tools-2026 (18 answers)

## Warned against

- Prisma Cloud: 23 of 49 labels negative. "Avoid at all costs on a limited budget: Enterprise suites like Wiz, Prisma Cloud, or Orca Security." (Qwen 3.7 Flash, budget prompt)
- Wiz: 9 of 59 labels negative. "What to avoid at low budget ... Wiz, Orca, Prisma Cloud, Lacework ... overkill for a company on a limited budget" (DeepSeek V4 Flash, budget prompt)
- Microsoft Defender for Cloud: 8 of 53 labels negative. "Ecosystem lock-in risk: While functional for Azure-heavy environments, native-first platforms create gravitational pull toward a single cloud ecosystem" (Kimi K2, negative prompt)
- Orca Security: 6 of 47 labels negative. "these tools typically cost $40,000–$50,000+ annually, which is disproportionate to a startup budget." (Qwen 3.7 Flash, budget prompt)

## Record

- Method: https://www.gane.ai/index/it/methodology
- License: CC BY 4.0. Cite as Gane Index, September 2026 Edition, www.gane.ai/index/it.