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

Gane Index, October 2026 Edition. Asked as "cloud security posture management platform" and as "CSPM tool", six framings each, to fourteen models with search on, on behalf of a mid-market B2B company. Page: https://www.gane.ai/index/it/cloud/cloud-security-posture-management/2026-10

This is the permanent record of the October 2026 Edition, published October 1, 2026 and superseded since. The current standing: https://www.gane.ai/index/it/cloud/cloud-security-posture-management/index.md

**Standing:** Wiz leads with 37% of first choices; verdict contested. 54 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) | 37% | 15% | 61 |
| 2 | [Microsoft Defender for Cloud](https://www.gane.ai/index/it/vendors/microsoft-defender-for-cloud/index.md) | 19% | 17% | 54 |
| 3 | [Orca Security](https://www.gane.ai/index/it/vendors/orca-security/index.md) | 15% | 4% | 50 |
| 4 | [Prowler](https://www.gane.ai/index/it/vendors/prowler/index.md) | 13% | 14% | 14 |
| 5 | [AWS Security Hub](https://www.gane.ai/index/it/vendors/aws-security-hub/index.md) | 6% | 17% | 18 |
| 6 | [Tenable Cloud Security](https://www.gane.ai/index/it/vendors/tenable-cloud-security/index.md) | 2% | 8% | 13 |
| 7 | [Prisma Cloud](https://www.gane.ai/index/it/vendors/prisma-cloud/index.md) | 2% | 38% | 47 |
| 12 | [Sysdig Secure](https://www.gane.ai/index/it/vendors/sysdig-secure/index.md) | 0% | 0% | 11 |
| 13 | [CrowdStrike Falcon Cloud Security](https://www.gane.ai/index/it/vendors/crowdstrike-falcon-cloud-security/index.md) | 0% | 17% | 18 |
| 15 | [CrowdStrike](https://www.gane.ai/index/it/vendors/crowdstrike/index.md) | 0% | 20% | 10 |
| 17 | [Lacework FortiCNAPP](https://www.gane.ai/index/it/vendors/lacework-forticnapp/index.md) | 0% | 28% | 18 |
| 52 | [Google Security Command Center](https://www.gane.ai/index/it/vendors/google-security-command-center/index.md) | 0% | 36% | 11 |

Rank is by share of first choices among all 80 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: Wiz; alternatives Aikido Security, CrowdStrike Falcon Cloud Security, Rapid7, Sophos
- GPT-5.4 mini: Wiz; alternatives Palo Alto Networks Cortex Cloud, Qualys TotalCloud, Sysdig Secure
- Gemini 3.5 Flash: Cyscale; alternatives Datadog Cloud Security Management, Drata, Orca Security, Vanta
- Perplexity Sonar: Wiz; alternatives Microsoft Defender for Cloud, Orca Security, Prisma Cloud
- Grok 4.20: Wiz; alternatives CrowdStrike Falcon Cloud Security, Orca Security
- Mistral Small: Wiz; alternatives CrowdStrike, Rapid7, Tenable Cloud Security, Uptycs
- DeepSeek V4 Flash: Wiz; alternatives CrowdStrike Falcon Cloud Security, Microsoft Defender for Cloud, Orca Security, Prisma Cloud
- Llama 4 Maverick: no first choice
- Qwen 3.7 Flash: Wiz; alternatives CrowdStrike, Rapid7, Tenable Cloud Security
- Kimi K2: Orca Security; alternatives Microsoft Defender for Cloud, Tenable Cloud Security, Wiz
- GLM 4.7 FlashX: Microsoft Defender for Cloud; alternatives Orca Security, Wiz
- MiniMax M2.5: Microsoft Defender for Cloud, Wiz; alternatives CrowdStrike Falcon Cloud Security, Tenable Cloud Security
- GPT-6 Luna: Orca Security; alternatives AWS Security Hub, Microsoft Defender for Cloud, Wiz
- Muse Glimmer 30B: Wiz; alternatives Aqua Security, CrowdStrike Falcon Cloud Security, Microsoft Defender for Cloud, Orca Security

## Sources the answers cite

77 of 84 answers came back with a source list, from 14 of 14 models. Sites named in the most answers:

- orca.security: 40 answers, 52 citations
- cloudaware.com: 31 answers, 33 citations
- g2.com: 30 answers, 45 citations
- cio.economictimes.indiatimes.com: 30 answers, 30 citations
- techrepublic.com: 30 answers, 30 citations
- complyjet.com: 29 answers, 30 citations
- cyberpress.org: 28 answers, 45 citations
- cybersecuritynews.com: 28 answers, 43 citations

Pages named in the most answers:

- https://orca.security/resources/blog/best-cspm-tools (36 answers)
- https://cio.economictimes.indiatimes.com/tools/best-cspm-tools/126676090 (30 answers)
- https://techrepublic.com/article/best-cspm-tools (30 answers)
- https://complyjet.com/blog/best-cspm-tools (29 answers)
- https://cloudaware.com/blog/top-cloud-security-posture-management-vendors (25 answers)
- https://cyberpress.org/cspm-tools-by-business-size-2 (23 answers)
- https://gartner.com/reviews/market/cloud-security-posture-management-tools (19 answers)
- https://cybersecuritynews.com/best-cspm-tools (18 answers)
- https://gbhackers.com/best-cspm-compared (17 answers)
- https://learn.microsoft.com/en-us/azure/defender-for-cloud/concept-cloud-security-posture-management (16 answers)

## Warned against

- Microsoft Defender for Cloud: 9 of 54 labels negative. "Avoid blindly adopting: Microsoft Defender for Cloud if you are multi-cloud (not Azure-first)" (DeepSeek V4 Flash, negative prompt)
- Prisma Cloud: 18 of 47 labels negative. "Prisma Cloud if you need fast scan refresh ... Be cautious and negotiate hard with ... Palo Alto (latency/cost)" (DeepSeek V4 Flash, negative prompt)
- Lacework FortiCNAPP: 5 of 18 labels negative. "Using Lacework now carries the risk of the tool becoming obsolete or significantly changing its roadmap" (Qwen 3.7 Flash, negative prompt)
- Wiz: 9 of 61 labels negative. "What to Avoid on a Tight Budget... generally quote-only and target mid-market to enterprise budgets" (Kimi K2, budget prompt)

## Movement since September 2026

Floor: 11 points of share, measured on the calibration repeat.
Same leader: Wiz at 38%.

- Wiz: 43% to 38%, −5. Inside the floor by 6 points · rank 1 of 73, unchanged.
- Microsoft Defender for Cloud: 14% to 19%, +5. Inside the floor by 6 points · rank 3 → 2 of 73.
- Prowler: 16% to 13%, −3. Inside the floor by 8 points · rank 2 → 4 of 73.
- Tenable Cloud Security: 0% to 2%, +2. Inside the floor by 9 points · rank 11 → 6 of 73.
- Prisma Cloud: 0% to 2%, +2. Inside the floor by 9 points · rank 50 → 7 of 73.
- CrowdStrike: 2% to 0%, −2. Inside the floor by 9 points · rank 9 → 15 of 73.
- Cloudaware: 2% to 0%, −2. Inside the floor by 9 points · rank 7 → 16 of 73.
- Orca Security: 12% to 13%, +1. Inside the floor by 10 points · rank 4 → 3 of 73.
- AWS Security Hub: 4% to 4%, ±0. Inside the floor by 11 points · rank 6 → 5 of 73.
- Sysdig Secure: 0% to 0%, ±0. Inside the floor by 11 points · rank 15 → 12 of 73.
- CrowdStrike Falcon Cloud Security: 0% to 0%, ±0. Inside the floor by 11 points · rank 10 → 13 of 73.
- Lacework FortiCNAPP: 0% to 0%, ±0. Inside the floor by 11 points · rank 37 → 17 of 73.

## Record

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