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

Gane Index, October 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 October 2026 Edition on October 4, 2026. Page: https://www.gane.ai/index/it/security/ai-security-platforms/2026-10/enterprise

This is the permanent record of the October 2026 Edition, published October 1, 2026 and superseded since.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/security/ai-security-platforms/enterprise/index.md

**Standing:** Check Point AI Security leads with 11% 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 | [Check Point AI Security](https://www.gane.ai/index/it/vendors/check-point-ai-security/index.md) | 11% | 7% | 15 |
| 2 | [SentinelOne Singularity](https://www.gane.ai/index/it/vendors/sentinelone-singularity/index.md) | 9% | 14% | 22 |
| 4 | [CrowdStrike Falcon](https://www.gane.ai/index/it/vendors/crowdstrike-falcon/index.md) | 6% | 8% | 13 |
| 6 | [Lakera Guard](https://www.gane.ai/index/it/vendors/lakera-guard/index.md) | 4% | 6% | 16 |
| 12 | [Palo Alto Networks](https://www.gane.ai/index/it/vendors/palo-alto-networks/index.md) | 2% | 10% | 10 |
| 34 | [HiddenLayer](https://www.gane.ai/index/it/vendors/hiddenlayer/index.md) | 0% | 0% | 16 |
| 35 | [Cyera](https://www.gane.ai/index/it/vendors/cyera/index.md) | 0% | 9% | 11 |
| 99 | [CrowdStrike](https://www.gane.ai/index/it/vendors/crowdstrike/index.md) | 0% | 40% | 10 |
| 145 | [Darktrace](https://www.gane.ai/index/it/vendors/darktrace/index.md) | 0% | 43% | 14 |

Rank is by share of first choices among all 148 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: Bifrost; alternatives CyberArk, Lakera Guard, Palo Alto Networks, TrueFoundry
- GPT-5.4 mini: Palo Alto Networks; alternatives CrowdStrike, Proofpoint, Zscaler
- Gemini 3.5 Flash: Prompt Security; alternatives Cyera, Harmonic Security, Lakera Guard, NeuralTrust
- Perplexity Sonar: Palo Alto Networks Prisma AIRS; alternatives Cyera, Forcepoint Data Security Cloud, Microsoft’s AI security stack, Proofpoint
- Grok 4.20: CrowdStrike Falcon, SentinelOne Singularity; alternatives Check Point AI Security, Darktrace, Palo Alto Networks, Zscaler
- Mistral Small: Cyberhaven, SentinelOne Singularity; alternatives Check Point AI Security, Fortinet FortiGuard, HiddenLayer AISec Platform
- DeepSeek V4 Flash: Palo Alto Networks Prisma AIRS; alternatives CalypsoAI, Credo AI, CrowdStrike Falcon, HiddenLayer
- Llama 4 Maverick: Check Point AI Security; alternatives Cyera, Forcepoint Data Security Cloud, Nudge Security, Venn
- Qwen 3.7 Flash: SentinelOne Singularity; alternatives Witness.ai
- Kimi K2: Palo Alto Networks Cortex Cloud; alternatives CrowdStrike Falcon, Microsoft Security Copilot + Sentinel, SentinelOne Singularity
- GLM 4.7 FlashX: Prisma AIRS; alternatives CyberArk Identity Security Platform, SentinelOne Singularity, WitnessAI, Zenity
- MiniMax M2.5: Google Security Operations, Microsoft Security Copilot; alternatives AWS AI Security, CrowdStrike Falcon, SentinelOne Singularity
- GPT-6 Luna: Palo Alto Networks Prisma AIRS; alternatives Wiz AI-APP
- Muse Glimmer 30B: Palo Alto Networks Cortex XSIAM, SentinelOne Singularity Platform with Purple AI; alternatives Cisco AI Defense

## Sources the answers cite

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

- checkpoint.com: 34 answers, 46 citations
- cyera.com: 30 answers, 47 citations
- witness.ai: 23 answers, 39 citations
- underdefense.com: 20 answers, 31 citations
- venn.com: 20 answers, 23 citations
- reco.ai: 20 answers, 21 citations
- guideflow.com: 20 answers, 20 citations
- sentinelone.com: 19 answers, 33 citations

Pages named in the most answers:

- https://cyera.com/blog/ai-security-platforms (26 answers)
- https://guideflow.com/blog/best-ai-cybersecurity-solutions (20 answers)
- https://venn.com/learn/ai-security/ai-security-tools (18 answers)
- https://underdefense.com/blog/ai-soc-for-enterprise (17 answers)
- https://reco.ai/compare/ai-security-tools-for-enterprises (16 answers)
- https://cyera.com/blog/best-ai-data-security-platform (15 answers)
- https://checkpoint.com/cyber-hub/tools-vendors/best-ai-security-companies-in-2026 (14 answers)
- https://integrate.io/blog/ai-data-security-platforms (12 answers)
- https://kovrr.com/blog-post/what-to-look-for-in-an-ai-security-platform-for-enterprise-deployment (11 answers)
- https://nudgesecurity.com/post/best-ai-security-tools (11 answers)

## Warned against

- Darktrace: 6 of 14 labels negative. "Avoid for Cost Predictability: Platforms like Darktrace (quote-based enterprise licensing, typically starting in six figures annually)" (Claude Haiku 4.5, budget prompt)
- Prophet Security: 5 of 5 labels negative. "Custom quotes, tiered by investigation volume — costs scale with activity, not user count." (DeepSeek V4 Flash, budget prompt)
- Microsoft Sentinel: 4 of 8 labels negative. "Avoid Usage-Based Models: Steer clear of pure API-driven tools (like some iterations of Microsoft Sentinel or Wiz)" (Qwen 3.7 Flash, budget prompt)
- Vectra AI: 4 of 8 labels negative. "the following platforms are not considered suitable for large enterprises or should be used with caution:

1. Vectra AI" (Llama 4 Maverick, negative prompt)

## 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.