# Identity threat detection and response for small business buyers: what AI models recommend, October 2026

Gane Index, October 2026 Edition. Asked as "ITDR solution" and as "identity threat detection tool", six framings each, to fourteen models with search on, on behalf of a small B2B company. Added to the October 2026 Edition on October 4, 2026. Page: https://www.gane.ai/index/it/identity/identity-threat-detection-and-response/2026-10/smb

This is the permanent record of the October 2026 Edition, published October 1, 2026 and superseded since.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/identity/identity-threat-detection-and-response/smb/index.md

**Standing:** Huntress Managed ITDR leads with 84% 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 | [Huntress Managed ITDR](https://www.gane.ai/index/it/vendors/huntress-managed-itdr/index.md) | 84% | 0% | 68 |
| 2 | [Microsoft Defender for Identity](https://www.gane.ai/index/it/vendors/microsoft-defender-for-identity/index.md) | 8% | 11% | 36 |
| 6 | [Push Security](https://www.gane.ai/index/it/vendors/push-security/index.md) | 0% | 0% | 18 |
| 7 | [Sophos ITDR](https://www.gane.ai/index/it/vendors/sophos-itdr/index.md) | 0% | 0% | 17 |
| 8 | [Guardz ITDR](https://www.gane.ai/index/it/vendors/guardz-itdr/index.md) | 0% | 0% | 10 |
| 50 | [Semperis Directory Services Protector](https://www.gane.ai/index/it/vendors/semperis-directory-services-protector/index.md) | 0% | 40% | 10 |
| 67 | [CrowdStrike Falcon Identity Protection](https://www.gane.ai/index/it/vendors/crowdstrike-falcon-identity-protection/index.md) | 0% | 55% | 22 |
| 68 | [SentinelOne Singularity Identity](https://www.gane.ai/index/it/vendors/sentinelone-singularity-identity/index.md) | 0% | 55% | 11 |
| 69 | [Silverfort ITDR](https://www.gane.ai/index/it/vendors/silverfort-itdr/index.md) | 0% | 57% | 23 |
| 70 | [CrowdStrike](https://www.gane.ai/index/it/vendors/crowdstrike/index.md) | 0% | 82% | 11 |

Rank is by share of first choices among all 70 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: no first choice
- GPT-5.4 mini: Huntress Managed ITDR; alternatives CrowdStrike Falcon Identity Protection, Microsoft Defender for Identity
- Gemini 3.5 Flash: Huntress Managed ITDR; alternatives Guardz ITDR, Microsoft Entra ID Protection
- Perplexity Sonar: Huntress Managed ITDR; alternatives Microsoft Defender for Identity / Entra ID Protection
- Grok 4.20: Huntress Managed ITDR; alternatives Microsoft Defender for Identity, Sophos ITDR
- Mistral Small: Huntress Managed ITDR; alternatives Grip Security, Vectra AI Platform
- DeepSeek V4 Flash: Huntress Managed ITDR; alternatives Microsoft Defender for Identity
- Llama 4 Maverick: Huntress Managed ITDR; alternatives Push Security, Semperis Directory Services Protector
- Qwen 3.7 Flash: Microsoft Entra ID; alternatives CyberArk One, Huntress Managed ITDR, Layer0 Security
- Kimi K2: Huntress Managed ITDR; alternatives Microsoft Defender for Identity
- GLM 4.7 FlashX: Huntress Managed ITDR; alternatives Microsoft Defender for Identity
- MiniMax M2.5: Huntress Managed ITDR; alternatives Bitdefender GravityZone, Microsoft ITDR
- GPT-6 Luna: Huntress Managed ITDR; alternatives CrowdStrike Falcon Identity Protection, Microsoft Entra ID Protection
- Muse Glimmer 30B: Huntress Managed ITDR; alternatives Microsoft Defender for Identity

## Sources the answers cite

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

- huntress.com: 60 answers, 139 citations
- cybersecuritynews.com: 49 answers, 58 citations
- gbhackers.com: 43 answers, 43 citations
- g2.com: 39 answers, 51 citations
- cynet.com: 33 answers, 33 citations
- cyberpress.org: 32 answers, 33 citations
- breachsense.com: 30 answers, 30 citations
- expertinsights.com: 30 answers, 30 citations

Pages named in the most answers:

- https://huntress.com/itdr-guide/best-itdr-vendors (51 answers)
- https://cybersecuritynews.com/best-identity-threat-detection-and-response-solutions (43 answers)
- https://gbhackers.com/itdr-solutions-compared-features-pricing (43 answers)
- https://g2.com/categories/identity-threat-detection-and-response-itdr/small-business (36 answers)
- https://cynet.com/security-foundations/identity-security/itdr-vendors (33 answers)
- https://cyberpress.org/itdr-solutions-by-business-size (32 answers)
- https://breachsense.com/blog/itdr-tools (30 answers)
- https://expertinsights.com/identity-and-access-management/the-top-identity-threat-detection-and-response-itdr-solutions (30 answers)
- https://us.fitgap.com/search/identity-threat-detection-and-response-itdr-software/small-business (22 answers)
- https://huntress.com/pricing/itdr (19 answers)

## Warned against

- Silverfort ITDR: 13 of 23 labels negative. "avoid the enterprise platforms (Silverfort, CrowdStrike, SentinelOne) that negotiate pricing, require dedicated security staff" (DeepSeek V4 Flash, negative prompt)
- CrowdStrike Falcon Identity Protection: 12 of 22 labels negative. "Quote-based pricing, complex query language, steep learning curve" (GLM 4.7 FlashX, negative prompt)
- CrowdStrike: 9 of 11 labels negative. "massive platforms (often from companies like IBM, Palo Alto Networks, or CrowdStrike) ... traps for smaller organizations" (Qwen 3.7 Flash, negative prompt)
- SentinelOne Singularity Identity: 6 of 11 labels negative. "avoid the enterprise platforms (Silverfort, CrowdStrike, SentinelOne)" (DeepSeek V4 Flash, 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.