# AI security platforms for enterprise buyers: what AI models recommend, November 2026

Gane Index, November 2026 Edition. Asked as "AI security platform" and as "tool to secure LLM applications and employee AI use", six framings each, to fourteen models with search on, on behalf of an enterprise B2B company. Added to the November 2026 Edition. Page: https://www.gane.ai/index/it/security/ai-security-platforms/enterprise

**Standing:** Check Point AI Security leads with 12% of first choices; verdict contested. 57 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [Check Point AI Security](https://www.gane.ai/index/it/vendors/check-point-ai-security/index.md) | 12% | 0% | 26 |
| 2 | [WitnessAI](https://www.gane.ai/index/it/vendors/witnessai/index.md) | 7% | 0% | 13 |
| 3 | [Microsoft Purview](https://www.gane.ai/index/it/vendors/microsoft-purview/index.md) | 7% | 8% | 12 |
| 4 | [Palo Alto Networks](https://www.gane.ai/index/it/vendors/palo-alto-networks/index.md) | 5% | 0% | 14 |
| 5 | [CrowdStrike Falcon](https://www.gane.ai/index/it/vendors/crowdstrike-falcon/index.md) | 5% | 0% | 12 |
| 6 | [Palo Alto Networks Prisma AIRS](https://www.gane.ai/index/it/vendors/palo-alto-networks-prisma-airs/index.md) | 5% | 21% | 14 |
| 8 | [SentinelOne Singularity](https://www.gane.ai/index/it/vendors/sentinelone-singularity/index.md) | 4% | 11% | 19 |
| 12 | [Lakera Guard](https://www.gane.ai/index/it/vendors/lakera-guard/index.md) | 2% | 0% | 19 |
| 13 | [CrowdStrike](https://www.gane.ai/index/it/vendors/crowdstrike/index.md) | 2% | 27% | 15 |
| 34 | [HiddenLayer](https://www.gane.ai/index/it/vendors/hiddenlayer/index.md) | 0% | 11% | 18 |
| 36 | [Cisco AI Defense](https://www.gane.ai/index/it/vendors/cisco-ai-defense/index.md) | 0% | 20% | 10 |
| 42 | [Wiz](https://www.gane.ai/index/it/vendors/wiz/index.md) | 0% | 27% | 11 |

Rank is by share of first choices among all 170 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: Pillar Security; alternatives Bifrost, Check Point AI Security, Cyera, Palo Alto Networks Prisma AIRS
- GPT-5.4 mini: CrowdStrike Falcon, Orca Security; alternatives Airia, Wiz
- Gemini 3.5 Flash: Palo Alto Networks; alternatives CalypsoAI, Cisco AI Defense, Lakera Guard, Netskope One AI Security
- Perplexity Sonar: Palo Alto Networks Prisma AIRS; alternatives Cisco AI Defense, Cyera, Defender, Lakera Guard
- Grok 4.20: Palo Alto Networks; alternatives Check Point AI Security, CrowdStrike Falcon, Darktrace, SentinelOne Singularity
- Mistral Small: Check Point AI Security, WitnessAI; alternatives Checkmarx One Platform, Netwrix
- DeepSeek V4 Flash: Check Point AI Security, CrowdStrike, Forcepoint Data Security Cloud, Wald AI; alternatives Bifrost, Google Cloud, Microsoft Security, Palo Alto Networks
- Llama 4 Maverick: SentinelOne Singularity; alternatives Check Point AI Security, CrowdStrike Falcon, Palo Alto Networks
- Qwen 3.7 Flash: Palo Alto Networks; alternatives CrowdStrike, Lakera Guard, Microsoft Sentinel, Okta
- Kimi K2: CrowdStrike Falcon; alternatives Darktrace, Microsoft Defender for Endpoint, Microsoft Sentinel, SentinelOne Singularity
- GLM 4.7 FlashX: Credo AI; alternatives Bifrost, Check Point AI Security, Collibra, Forcepoint AI Data Security
- MiniMax M2.5: Check Point AI Security; alternatives Fortinet, WitnessAI, Zscaler
- GPT-6 Luna: Palo Alto Networks Prisma AIRS; alternatives Check Point's AI security capabilities, including Lakera Guard, Entra, Microsoft Defender XDR, Microsoft Purview
- Muse Glimmer 30B: Palo Alto Networks Prisma AIRS; alternatives Check Point AI Security, Wald AI

## Sources the answers cite

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

- checkpoint.com: 37 answers, 42 citations
- microsoft.com: 18 answers, 41 citations
- getmaxim.ai: 16 answers, 30 citations
- gane.ai/index: 15 answers, 23 citations
- superblocks.com: 15 answers, 15 citations
- github.com: 14 answers, 21 citations
- witness.ai: 13 answers, 24 citations
- forcepoint.com: 13 answers, 19 citations

Pages named in the most answers:

- https://checkpoint.com/cyber-hub/tools-vendors/best-ai-security-companies-in-2026 (25 answers)
- https://gane.ai/index/it/security/ai-security-platforms/enterprise (15 answers)
- https://github.com/volod-k/agentic-ai-soc-knowledge-base/blob/main/research/how-to-evaluate-vendors/best-ai-soc-enterprise.md (12 answers)
- https://forcepoint.com/blog/insights/ai-security-solutions (10 answers)
- https://superblocks.com/blog/ai-security-solutions (10 answers)
- https://tigertail.co/blog/ai-data-security-platforms-enterprise-cost-comparison (9 answers)
- https://resources.rework.com/tools/ai-tools/best-ai-tools-for-cybersecurity-2026 (8 answers)
- https://customgpt.ai/soc-2-compliance-sso (7 answers)
- https://venn.com/learn/ai-security/ai-security-tools (7 answers)
- https://cyera.com/blog/best-ai-data-security-platform (6 answers)

## Warned against

- Darktrace: 8 of 17 labels negative. "Platforms to Avoid for *Predictability*: Darktrace: Quote-based, high entry cost, unpredictable add-on fees." (Qwen 3.7 Flash, budget prompt)
- Wiz: 3 of 11 labels negative. "Often priced per application/developer/vulnerability scan count, leading to volatile costs" (Qwen 3.7 Flash, budget prompt)
- CrowdStrike: 4 of 15 labels negative. "The July 2024 CrowdStrike outage demonstrated how a flaw in an automated update logic (the AI/heuristic engine) can take down the security infrastructure" (Qwen 3.7 Flash, negative prompt)
- Dropzone AI: 2 of 4 labels negative. "Priced per investigation/volume, which fluctuates with environment activity" (Qwen 3.7 Flash, budget prompt)

## Movement since October 2026

Floor: 11 points of share, measured on the calibration repeat.
Same leader: Check Point AI Security at 12%.

- Microsoft Purview: 2% to 7%, +5. Inside the floor by 6 points · rank 18 → 3 of 170.
- SentinelOne Singularity: 9% to 4%, −5. Inside the floor by 6 points · rank 2 → 8 of 170.
- WitnessAI: 4% to 7%, +3. Inside the floor by 8 points · rank 9 → 2 of 170.
- Palo Alto Networks: 2% to 5%, +3. Inside the floor by 8 points · rank 12 → 4 of 170.
- Lakera Guard: 4% to 2%, −2. Inside the floor by 9 points · rank 6 → 12 of 170.
- CrowdStrike: 0% to 2%, +2. Inside the floor by 9 points · rank 99 → 13 of 170.
- Check Point AI Security: 11% to 12%, +1. Inside the floor by 10 points · rank 1 of 170, unchanged.
- CrowdStrike Falcon: 6% to 5%, −1. Inside the floor by 10 points · rank 4 → 5 of 170.
- Palo Alto Networks Prisma AIRS: 6% to 5%, −1. Inside the floor by 10 points · rank 3 → 6 of 170.
- HiddenLayer: 0% to 0%, ±0. Inside the floor by 11 points · rank 34 of 170, unchanged.
- Cisco AI Defense: 0% to 0%, ±0. Inside the floor by 11 points · rank 37 → 36 of 170.
- Cyera: 0% to 0%, ±0. Inside the floor by 11 points · rank 35 → 39 of 170.

## 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.