# Identity threat detection and response: 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 mid-market 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

This is the permanent record of the October 2026 Edition, published October 1, 2026 and superseded since.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/index.md

**Standing:** Huntress Managed ITDR leads with 55% of first choices; verdict clear leader. 49 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) | 55% | 5% | 43 |
| 2 | [Microsoft Defender for Identity](https://www.gane.ai/index/it/vendors/microsoft-defender-for-identity/index.md) | 14% | 8% | 39 |
| 3 | [Silverfort ITDR](https://www.gane.ai/index/it/vendors/silverfort-itdr/index.md) | 4% | 4% | 23 |
| 4 | [Sophos ITDR](https://www.gane.ai/index/it/vendors/sophos-itdr/index.md) | 4% | 0% | 14 |
| 6 | [Okta Identity Threat Protection](https://www.gane.ai/index/it/vendors/okta-identity-threat-protection/index.md) | 2% | 5% | 20 |
| 15 | [CrowdStrike Falcon Identity Protection](https://www.gane.ai/index/it/vendors/crowdstrike-falcon-identity-protection/index.md) | 0% | 19% | 27 |
| 16 | [Semperis Directory Services Protector](https://www.gane.ai/index/it/vendors/semperis-directory-services-protector/index.md) | 0% | 0% | 11 |
| 20 | [SentinelOne Singularity Identity](https://www.gane.ai/index/it/vendors/sentinelone-singularity-identity/index.md) | 0% | 24% | 21 |
| 31 | [CrowdStrike](https://www.gane.ai/index/it/vendors/crowdstrike/index.md) | 0% | 36% | 14 |

Rank is by share of first choices among all 98 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: Huntress Managed ITDR; alternatives CrowdStrike Falcon, Microsoft Defender for Identity
- GPT-5.4 mini: Huntress Managed ITDR; alternatives CrowdStrike Falcon Identity Protection, Microsoft Defender for Identity
- Gemini 3.5 Flash: Huntress Managed ITDR; alternatives CrowdStrike Falcon Identity Protection, Microsoft Defender for Identity, SentinelOne Singularity Identity, Silverfort ITDR
- Perplexity Sonar: Huntress Managed ITDR; alternatives Delinea ITP, Microsoft Defender for Identity plus Entra ID Protection, Semperis Directory Services Protector, Vectra AI ITDR
- Grok 4.20: Huntress Managed ITDR; alternatives Microsoft Defender for Identity, Sophos ITDR
- Mistral Small: Microsoft Defender XDR, Microsoft Entra ID Protection; alternatives ClearVector, Sophos ITDR
- DeepSeek V4 Flash: Huntress Managed ITDR; alternatives CrowdStrike Falcon Identity Protection, Microsoft Defender for Identity / Entra ID Protection, Silverfort ITDR, Sophos ITDR
- Llama 4 Maverick: Sophos ITDR; alternatives Delinea ITP, Netwrix's identity portfolio, Okta Identity Threat Protection, Vectra AI ITDR
- Qwen 3.7 Flash: Microsoft Defender for Cloud Apps; alternatives Cyb3r, Defender for Identity, Tenable One, Varonis Platform
- Kimi K2: Huntress Managed ITDR; alternatives Microsoft Defender for Identity / Entra ID Protection, Okta Identity Threat Protection, SentinelOne Singularity Identity
- GLM 4.7 FlashX: Microsoft Defender for Identity / Entra ID Protection; alternatives CrowdStrike Falcon Identity Protection, Huntress Managed ITDR, Vectra AI Platform
- MiniMax M2.5: Huntress Managed ITDR, Silverfort ITDR; alternatives Adlumin, Verosint
- GPT-6 Luna: Microsoft Defender's identity-security stack; alternatives Falcon Identity Protection, Okta Identity Threat Protection, Silverfort ITDR
- Muse Glimmer 30B: Huntress Managed ITDR, Sophos ITDR; alternatives Microsoft Defender for Identity, Netwrix ITDR

## 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:

- huntress.com: 55 answers, 82 citations
- expertinsights.com: 43 answers, 43 citations
- cybersecuritynews.com: 38 answers, 51 citations
- cynet.com: 35 answers, 37 citations
- gbhackers.com: 30 answers, 30 citations
- stellarcyber.ai: 26 answers, 27 citations
- g2.com: 22 answers, 42 citations
- daylight.ai: 22 answers, 22 citations

Pages named in the most answers:

- https://huntress.com/itdr-guide/best-itdr-vendors (47 answers)
- https://expertinsights.com/identity-and-access-management/the-top-identity-threat-detection-and-response-itdr-solutions (42 answers)
- https://cynet.com/security-foundations/identity-security/itdr-vendors (34 answers)
- https://cybersecuritynews.com/best-identity-threat-detection-and-response-solutions (30 answers)
- https://gbhackers.com/itdr-solutions-compared-features-pricing (30 answers)
- https://stellarcyber.ai/learn/top-identity-threat-detection-and-response-itdr-platforms (26 answers)
- https://daylight.ai/blog/best-itdr-tools (22 answers)
- https://startupstash.com/top-identity-threat-detection-and-response-platforms (21 answers)
- https://gartner.com/reviews/market/identity-threat-detection-and-response-itdr (18 answers)
- https://expel.com/cyberspeak/how-to-evaluate-itdr-vendors (16 answers)

## Warned against

- SentinelOne Singularity Identity: 5 of 21 labels negative. "What to Avoid - ... SentinelOne Singularity Identity — excellent but typically require negotiation and higher minimums" (Kimi K2, budget prompt)
- CrowdStrike: 5 of 14 labels negative. "Avoid enterprise-heavy tools like CrowdStrike (~$5-10/identity but often bundled/quoted higher)" (Grok 4.20, budget prompt)
- CrowdStrike Falcon Identity Protection: 5 of 27 labels negative. "What to Avoid - Enterprise solutions like CrowdStrike Falcon Identity ... typically require negotiation and higher minimums" (Kimi K2, budget prompt)
- Microsoft Defender for Identity: 3 of 39 labels negative. "Reviewers report heavy alert noise during onboarding that requires real tuning time and limited value outside Microsoft-centric environments, with rigid customization." (Claude Haiku 4.5, 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.